{"mode": "kev-choice", "prompt_sha256": "ada2e647fb31ad59f271b00730eac9606a376e7312144f898a5078a179b3253d", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.01749600554730858, "einstein": 0.010748358052975557, "hypatia": 0.005765071958044197, "ibn_sina": 0.0057762924541695515, "sagan": 0.9527736838082552, "socrates": 0.0074405881792469885}, "confidence": 0.8899855527161803}}, "usage": {"input_tokens": 465, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.01749600554730858, "einstein": 0.010748358052975557, "hypatia": 0.005765071958044197, "ibn_sina": 0.0057762924541695515, "sagan": 0.9527736838082552, "socrates": 0.0074405881792469885}, "confidence": 0.8899855527161803, "seconds": 5.5085460530244745, "prompt_tokens": 465, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 5508.5460530244745, "done_reason": null, "id": "c-darwin-01-dessert-01", "uid": "c000", "task": "kc", "label": "darwin", "text_sha256": "fcf5cde7b44af0c94fc1aa5d71cb854130f81c4f17c238bcf352c844972bb393", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9245, "seed": 20260921, "stamp": "2026-09-28T11:47:03Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ae89c5003c7b8c49cffb6cc5b1d1490d93f6203de46ad9f7f01410a034925e66", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.967038975748634, "einstein": 0.010591015320957593, "hypatia": 0.005030392460950402, "ibn_sina": 0.0039423080122674885, "sagan": 0.007049213459595255, "socrates": 0.006348094997595343}, "confidence": 0.9224888639005215}}, "usage": {"input_tokens": 657, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.967038975748634, "einstein": 0.010591015320957593, "hypatia": 0.005030392460950402, "ibn_sina": 0.0039423080122674885, "sagan": 0.007049213459595255, "socrates": 0.006348094997595343}, "confidence": 0.9224888639005215, "seconds": 9.443867539986968, "prompt_tokens": 657, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9443.867539986968, "done_reason": null, "id": "c-darwin-01-dessert-01", "uid": "c001", "task": "kc", "label": "darwin", "text_sha256": "cca09c399a86e9ba18f164d04a4ceff22429e46d782c68ba7651b4f8f03254c9", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9308, "seed": 20260921, "stamp": "2026-09-28T11:47:12Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "6be4957f07feb5d82a63ae1dca58d96723d78d0c8f0e1a49f0cfafc844c756bc", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.13850162211722516, "einstein": 0.12119721070450418, "hypatia": 0.042681586725968626, "ibn_sina": 0.17786841267506703, "sagan": 0.4592990186515516, "socrates": 0.06045214912568339}, "confidence": 0.13832848498340938}}, "usage": {"input_tokens": 499, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.13850162211722516, "einstein": 0.12119721070450418, "hypatia": 0.042681586725968626, "ibn_sina": 0.17786841267506703, "sagan": 0.4592990186515516, "socrates": 0.06045214912568339}, "confidence": 0.13832848498340938, "seconds": 7.6632847060100175, "prompt_tokens": 499, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7663.2847060100175, "done_reason": null, "id": "c-darwin-01-dessert-01", "uid": "c002", "task": "kc", "label": "darwin", "text_sha256": "a062080c339f6ce54cbabf2848b449ef14a2780b84a5f4583d04f0156553982d", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9308, "seed": 20260921, "stamp": "2026-09-28T11:47:20Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "1e254c48e8d558d49c1284459198465a15cef2148c47d5875cf4a5f35404bff2", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.8296527074522893, "einstein": 0.03145040715765842, "hypatia": 0.017306395411697196, "ibn_sina": 0.015206938731231, "sagan": 0.08691374114348704, "socrates": 0.019469810103637044}, "confidence": 0.6373318927672557}}, "usage": {"input_tokens": 701, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.8296527074522893, "einstein": 0.03145040715765842, "hypatia": 0.017306395411697196, "ibn_sina": 0.015206938731231, "sagan": 0.08691374114348704, "socrates": 0.019469810103637044}, "confidence": 0.6373318927672557, "seconds": 10.75786978303222, "prompt_tokens": 701, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10757.86978303222, "done_reason": null, "id": "c-darwin-01-dessert-02", "uid": "c003", "task": "kc", "label": "darwin", "text_sha256": "485359cc7a1ff70871cdb0ae47661b859bb9bcda6d35a4782bd26dad348398ce", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9333, "seed": 20260921, "stamp": "2026-09-28T11:47:31Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "7850492fc6179b1b4b4bdd20394ab04399c688ce7f0b9d2de32e671e0627905c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.07439864051809728, "einstein": 0.23792119857287428, "hypatia": 0.015770598265062483, "ibn_sina": 0.016168529708223363, "sagan": 0.6364879948528843, "socrates": 0.019253038082858345}, "confidence": 0.3617673215573477}}, "usage": {"input_tokens": 721, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.07439864051809728, "einstein": 0.23792119857287428, "hypatia": 0.015770598265062483, "ibn_sina": 0.016168529708223363, "sagan": 0.6364879948528843, "socrates": 0.019253038082858345}, "confidence": 0.3617673215573477, "seconds": 10.449529701960273, "prompt_tokens": 721, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10449.529701960273, "done_reason": null, "id": "c-darwin-01-dessert-03", "uid": "c004", "task": "kc", "label": "darwin", "text_sha256": "a059154398302a58169460b1f4228781795950865827925fc503638efc0b8cfb", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9342, "seed": 20260921, "stamp": "2026-09-28T11:47:41Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "1ef9e9b47aa0b69dc706e2b2d978416f2bd011a8d4c23e06e7b821ffac0d6d06", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.977851913363548, "einstein": 0.0044527646194104905, "hypatia": 0.0044537749257139965, "ibn_sina": 0.002308275427175408, "sagan": 0.0057293742488748085, "socrates": 0.005203897415277335}, "confidence": 0.9475591145267641}}, "usage": {"input_tokens": 725, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.977851913363548, "einstein": 0.0044527646194104905, "hypatia": 0.0044537749257139965, "ibn_sina": 0.002308275427175408, "sagan": 0.0057293742488748085, "socrates": 0.005203897415277335}, "confidence": 0.9475591145267641, "seconds": 10.18027427198831, "prompt_tokens": 725, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10180.27427198831, "done_reason": null, "id": "c-darwin-01-dessert-03", "uid": "c005", "task": "kc", "label": "darwin", "text_sha256": "23d3cdf830a1ee0f835507f044275131684307cb945a80c51538c7b409534789", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9345, "seed": 20260921, "stamp": "2026-09-28T11:47:52Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "56bc6422a8c3ea07ea10491507d42c62f99c3b12a9c3b03c70a585fa6079a545", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.3422579442398451, "einstein": 0.019401394955680166, "hypatia": 0.015104025771499933, "ibn_sina": 0.6033444504051477, "sagan": 0.011673791832163688, "socrates": 0.00821839279566339}, "confidence": 0.37836806961590996}}, "usage": {"input_tokens": 535, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.3422579442398451, "einstein": 0.019401394955680166, "hypatia": 0.015104025771499933, "ibn_sina": 0.6033444504051477, "sagan": 0.011673791832163688, "socrates": 0.00821839279566339}, "confidence": 0.37836806961590996, "seconds": 7.628955336054787, "prompt_tokens": 535, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7628.955336054787, "done_reason": null, "id": "c-darwin-01-main-01", "uid": "c006", "task": "kc", "label": "darwin", "text_sha256": "5dd7557e7f11609ac3d7c3e8fc7175298f308905f62b24085bbccf753b83199d", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9345, "seed": 20260921, "stamp": "2026-09-28T11:47:59Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "7d16a870429eb78dcdb3906b5987ef8ef9229dd0e68f08702c3d72a4601b76cf", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.13569590265839038, "einstein": 0.08845351703130844, "hypatia": 0.012810497311993744, "ibn_sina": 0.022678079373093695, "sagan": 0.7188859514858874, "socrates": 0.02147605213932633}, "confidence": 0.4530088466298123}}, "usage": {"input_tokens": 497, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.13569590265839038, "einstein": 0.08845351703130844, "hypatia": 0.012810497311993744, "ibn_sina": 0.022678079373093695, "sagan": 0.7188859514858874, "socrates": 0.02147605213932633}, "confidence": 0.4530088466298123, "seconds": 8.168575350020546, "prompt_tokens": 497, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8168.5753500205465, "done_reason": null, "id": "c-darwin-01-main-02", "uid": "c007", "task": "kc", "label": "darwin", "text_sha256": "e5582302f777af6b5f897c4ab2cf415650f9c356ad9b79067cf05fd8ebb156d8", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9345, "seed": 20260921, "stamp": "2026-09-28T11:48:07Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "99aa86d7673acbef6b356ef6e1e62bb359780b871a574e286cb0d67fa9e028ce", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.9004777083213377, "einstein": 0.00467056217030387, "hypatia": 0.005700163940570809, "ibn_sina": 0.00322119783160667, "sagan": 0.005712762932258659, "socrates": 0.08021760480392234}, "confidence": 0.7808707421198235}}, "usage": {"input_tokens": 649, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.9004777083213377, "einstein": 0.00467056217030387, "hypatia": 0.005700163940570809, "ibn_sina": 0.00322119783160667, "sagan": 0.005712762932258659, "socrates": 0.08021760480392234}, "confidence": 0.7808707421198235, "seconds": 8.998228973010555, "prompt_tokens": 649, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8998.228973010555, "done_reason": null, "id": "c-darwin-01-main-02", "uid": "c008", "task": "kc", "label": "darwin", "text_sha256": "649c28612e897217908c8e2d4d59f51856253ea1c610f2c4ce6cd466b628185e", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9360, "seed": 20260921, "stamp": "2026-09-28T11:48:16Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "e1f0f4be015ea8f0987af3df612d4f3a535cc0f500bba24dfada1308176486e1", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.9491294989382857, "einstein": 0.014145445938173028, "hypatia": 0.007509388807860254, "ibn_sina": 0.005385762309449288, "sagan": 0.011934018970343824, "socrates": 0.011895885035887968}, "confidence": 0.8816994755693489}}, "usage": {"input_tokens": 717, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.9491294989382857, "einstein": 0.014145445938173028, "hypatia": 0.007509388807860254, "ibn_sina": 0.005385762309449288, "sagan": 0.011934018970343824, "socrates": 0.011895885035887968}, "confidence": 0.8816994755693489, "seconds": 11.629569392011035, "prompt_tokens": 717, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 11629.569392011035, "done_reason": null, "id": "c-darwin-01-main-02", "uid": "c009", "task": "kc", "label": "darwin", "text_sha256": "5d08013bae51d2d1f6280a290baf0b7fbc1b4a3cd4f743a5cb23ab10f96bee6a", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:48:28Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "b336b2cd695a572a1bc843edc2813cd4c22436dec5ab3c120fd4d7ac582be285", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.3998558091185515, "einstein": 0.03930550543154815, "hypatia": 0.04980320381154415, "ibn_sina": 0.4844722448255708, "sagan": 0.00658034959754767, "socrates": 0.019982887215237694}, "confidence": 0.27887910728990295}}, "usage": {"input_tokens": 703, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.3998558091185515, "einstein": 0.03930550543154815, "hypatia": 0.04980320381154415, "ibn_sina": 0.4844722448255708, "sagan": 0.00658034959754767, "socrates": 0.019982887215237694}, "confidence": 0.27887910728990295, "seconds": 8.460230988042895, "prompt_tokens": 703, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8460.230988042895, "done_reason": null, "id": "c-darwin-01-main-02", "uid": "c010", "task": "kc", "label": "darwin", "text_sha256": "51ea227691d5922785fa53ce48e8f0d2c1e132ed64a61475fabf1b25d10857d8", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:48:36Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "c8f7e1b2d641fcf994218fd2b5f6995d0ac1bf809d856c20e7ffbe37ee02cca5", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.9664046371306712, "einstein": 0.007820537246772789, "hypatia": 0.005473757734572807, "ibn_sina": 0.0037538411433846557, "sagan": 0.009133237044576435, "socrates": 0.007413989700022234}, "confidence": 0.9210178240956919}}, "usage": {"input_tokens": 707, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.9664046371306712, "einstein": 0.007820537246772789, "hypatia": 0.005473757734572807, "ibn_sina": 0.0037538411433846557, "sagan": 0.009133237044576435, "socrates": 0.007413989700022234}, "confidence": 0.9210178240956919, "seconds": 8.716951333975885, "prompt_tokens": 707, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8716.951333975885, "done_reason": null, "id": "c-darwin-01-main-03", "uid": "c011", "task": "kc", "label": "darwin", "text_sha256": "460ae9db9052213652d36735be593ecd3ddee733eb946607b120386c23188fc5", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:48:45Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "97f03142dc8d0f609da8620d37ed9899a73abb02cf6db98cd2403169e1a8f1d1", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.021314475052457336, "einstein": 0.16994598806271818, "hypatia": 0.012088847159510314, "ibn_sina": 0.030029256608304293, "sagan": 0.755257682873592, "socrates": 0.011363750243418066}, "confidence": 0.5211125734511809}}, "usage": {"input_tokens": 387, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.021314475052457336, "einstein": 0.16994598806271818, "hypatia": 0.012088847159510314, "ibn_sina": 0.030029256608304293, "sagan": 0.755257682873592, "socrates": 0.011363750243418066}, "confidence": 0.5211125734511809, "seconds": 4.853127826994751, "prompt_tokens": 387, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 4853.127826994751, "done_reason": null, "id": "c-darwin-01-starter-01", "uid": "c012", "task": "kc", "label": "darwin", "text_sha256": "6847f4760fc0710fb9f00b2fdee4feda7fb17ee4a2e7a43cc1c094926b2995d6", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:48:50Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "b845ff9ea26f72b9ea56ec38a158e913f20101382e818927c12cf1babe316511", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.979176211815106, "einstein": 0.006347531765925102, "hypatia": 0.003089262094016082, "ibn_sina": 0.0026583604277205398, "sagan": 0.004532840215383239, "socrates": 0.004195793681848966}, "confidence": 0.9506573280275065}}, "usage": {"input_tokens": 445, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.979176211815106, "einstein": 0.006347531765925102, "hypatia": 0.003089262094016082, "ibn_sina": 0.0026583604277205398, "sagan": 0.004532840215383239, "socrates": 0.004195793681848966}, "confidence": 0.9506573280275065, "seconds": 5.705970686976798, "prompt_tokens": 445, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 5705.970686976798, "done_reason": null, "id": "c-darwin-01-starter-01", "uid": "c013", "task": "kc", "label": "darwin", "text_sha256": "5abf6677c76d7e1ad5b7e964a4153f41b1c6ea65102069c921a1fbb1ee1615de", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:48:56Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "9a29b19b68b4226e1997d783910f8c1302786371d55a405853d4f64b71916564", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.029913214837550745, "einstein": 0.015422211514152486, "hypatia": 0.01000043967454533, "ibn_sina": 0.0096413390132525, "sagan": 0.9059696359208953, "socrates": 0.0290531590396036}, "confidence": 0.7875408118028531}}, "usage": {"input_tokens": 495, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.029913214837550745, "einstein": 0.015422211514152486, "hypatia": 0.01000043967454533, "ibn_sina": 0.0096413390132525, "sagan": 0.9059696359208953, "socrates": 0.0290531590396036}, "confidence": 0.7875408118028531, "seconds": 6.1849502150435, "prompt_tokens": 495, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6184.9502150435, "done_reason": null, "id": "c-darwin-01-starter-01", "uid": "c014", "task": "kc", "label": "darwin", "text_sha256": "9dba6878c1f2992e4e0050abb3696a985e529b9b3ccf8a4dbb61b3fdfd630887", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:02Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "30a9396b56bc695ae23a32eff428110f7cb586e12fd3fb70164da328567b34bb", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.889906443219012, "einstein": 0.044198657061632965, "hypatia": 0.00559858443617363, "ibn_sina": 0.004887121602329853, "sagan": 0.03697705180171505, "socrates": 0.01843214187913652}, "confidence": 0.7547791279458504}}, "usage": {"input_tokens": 453, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.889906443219012, "einstein": 0.044198657061632965, "hypatia": 0.00559858443617363, "ibn_sina": 0.004887121602329853, "sagan": 0.03697705180171505, "socrates": 0.01843214187913652}, "confidence": 0.7547791279458504, "seconds": 6.098940226016566, "prompt_tokens": 453, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6098.940226016566, "done_reason": null, "id": "c-darwin-01-starter-02", "uid": "c015", "task": "kc", "label": "darwin", "text_sha256": "e23a934fa1ab74ba1d2ea29881d37ac5294c3113e530747a58b65988ccce7b3f", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:08Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "e31463776e2d63ca347866822a0a37ee28f8ec2812693c8947769b0b0af4d1d8", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.31910940609390204, "einstein": 0.032501972244439487, "hypatia": 0.030296977644923465, "ibn_sina": 0.035164441248599305, "sagan": 0.5563335658199097, "socrates": 0.026593636948225995}, "confidence": 0.2983070728289851}}, "usage": {"input_tokens": 697, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.31910940609390204, "einstein": 0.032501972244439487, "hypatia": 0.030296977644923465, "ibn_sina": 0.035164441248599305, "sagan": 0.5563335658199097, "socrates": 0.026593636948225995}, "confidence": 0.2983070728289851, "seconds": 9.564174252969678, "prompt_tokens": 697, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9564.174252969678, "done_reason": null, "id": "c-darwin-01-starter-03", "uid": "c016", "task": "kc", "label": "darwin", "text_sha256": "ed21081e080015da7bfcd7eab39062843beed6a7101b806f582d6b920b521b74", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:18Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "d3c89f4f7c26fdb7c98e0288179dc1fda4d9fc4fe1736900021b79f3d0c9b169", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.7806303724532284, "einstein": 0.09844542650707645, "hypatia": 0.012049478950110683, "ibn_sina": 0.06550206416594861, "sagan": 0.01917335483044006, "socrates": 0.0241993030931957}, "confidence": 0.549357057466295}}, "usage": {"input_tokens": 669, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.7806303724532284, "einstein": 0.09844542650707645, "hypatia": 0.012049478950110683, "ibn_sina": 0.06550206416594861, "sagan": 0.01917335483044006, "socrates": 0.0241993030931957}, "confidence": 0.549357057466295, "seconds": 8.465508618974127, "prompt_tokens": 669, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8465.508618974127, "done_reason": null, "id": "c-darwin-01-starter-03", "uid": "c017", "task": "kc", "label": "darwin", "text_sha256": "62da45e279ad99e725097784fd077fdc2c79b7c185dfcddc965fc9cf95871589", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:26Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "f3c3ff5751f493093f849d48e30c91c3ca66897d3ab98f8906f24bbf0c764bb3", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.032543393306469985, "einstein": 0.06907678472055878, "hypatia": 0.05272506778898407, "ibn_sina": 0.03132726347462445, "sagan": 0.747158436791348, "socrates": 0.06716905391801462}, "confidence": 0.4868192995817481}}, "usage": {"input_tokens": 649, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.032543393306469985, "einstein": 0.06907678472055878, "hypatia": 0.05272506778898407, "ibn_sina": 0.03132726347462445, "sagan": 0.747158436791348, "socrates": 0.06716905391801462}, "confidence": 0.4868192995817481, "seconds": 7.95092176500475, "prompt_tokens": 649, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7950.92176500475, "done_reason": null, "id": "c-einstein-01-dessert-01", "uid": "c018", "task": "kc", "label": "einstein", "text_sha256": "b781300618d56e5dcd736c459a144267a9267ffc8d98516bbbb276ca5d4718af", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:34Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "b67cff6debb40976045fe29b9a21746ce0ee5f687719bd311e2c3fe3416d62fd", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.005277373527319022, "einstein": 0.05699683917238448, "hypatia": 0.004148631300780092, "ibn_sina": 0.004251328878620453, "sagan": 0.9250395162330345, "socrates": 0.004286310887861496}, "confidence": 0.8308339052074807}}, "usage": {"input_tokens": 663, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.005277373527319022, "einstein": 0.05699683917238448, "hypatia": 0.004148631300780092, "ibn_sina": 0.004251328878620453, "sagan": 0.9250395162330345, "socrates": 0.004286310887861496}, "confidence": 0.8308339052074807, "seconds": 8.531514714995865, "prompt_tokens": 663, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8531.514714995865, "done_reason": null, "id": "c-einstein-01-dessert-01", "uid": "c019", "task": "kc", "label": "einstein", "text_sha256": "eb84fb712ad2783d41fceb39dc694dbb9cf5eb13f70b5718420c281b9e7774de", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:43Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ef89dd562e7e2022614d3aeddd490894007adab3496f15b911b8f50b5a8695bf", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.02880352344175909, "einstein": 0.6252238917209194, "hypatia": 0.06980585112714122, "ibn_sina": 0.02358194915841686, "sagan": 0.06014157249328614, "socrates": 0.19244321205847728}, "confidence": 0.3253779058340271}}, "usage": {"input_tokens": 605, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.02880352344175909, "einstein": 0.6252238917209194, "hypatia": 0.06980585112714122, "ibn_sina": 0.02358194915841686, "sagan": 0.06014157249328614, "socrates": 0.19244321205847728}, "confidence": 0.3253779058340271, "seconds": 8.199013306992128, "prompt_tokens": 605, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8199.013306992128, "done_reason": null, "id": "c-einstein-01-dessert-02", "uid": "c020", "task": "kc", "label": "einstein", "text_sha256": "4fb0a9de68aead4be7487fe269ed3b70a9895545d5104cbd279be928e1065597", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:51Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "dca49448005572a62fd417c9eaf61d7d31ad351962f9ace12cbbf8888be7a516", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.15288754099982516, "einstein": 0.587360449345829, "hypatia": 0.014083288399965744, "ibn_sina": 0.014916953899078891, "sagan": 0.09234826875513097, "socrates": 0.13840349860017026}, "confidence": 0.2757657800095942}}, "usage": {"input_tokens": 481, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.15288754099982516, "einstein": 0.587360449345829, "hypatia": 0.014083288399965744, "ibn_sina": 0.014916953899078891, "sagan": 0.09234826875513097, "socrates": 0.13840349860017026}, "confidence": 0.2757657800095942, "seconds": 5.987072103016544, "prompt_tokens": 481, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 5987.072103016544, "done_reason": null, "id": "c-einstein-01-dessert-02", "uid": "c021", "task": "kc", "label": "einstein", "text_sha256": "ddfc77297962cfaed22c1394076f76a103da218260e895d72255351e20d3c1a7", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:49:57Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "78d241562930238f76945a3734169698bc708243442eeb4f19da867c434d4b2c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.14640552381962602, "einstein": 0.8256018784039627, "hypatia": 0.004264230426738274, "ibn_sina": 0.007479000363241252, "sagan": 0.005844310655953931, "socrates": 0.010405056330477834}, "confidence": 0.6439234951610799}}, "usage": {"input_tokens": 715, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.14640552381962602, "einstein": 0.8256018784039627, "hypatia": 0.004264230426738274, "ibn_sina": 0.007479000363241252, "sagan": 0.005844310655953931, "socrates": 0.010405056330477834}, "confidence": 0.6439234951610799, "seconds": 9.526255777047481, "prompt_tokens": 715, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9526.255777047481, "done_reason": null, "id": "c-einstein-01-dessert-03", "uid": "c022", "task": "kc", "label": "einstein", "text_sha256": "4fae45c9eb873c9e765d8f804b3b5dbb19d1f7b44fcb0911b23c37f40678fd6e", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:50:06Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "18ddc18998ab3fb1e833f98202c0e822e1cd8155ccbf0a8a97fcba7933b1f73c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.16077929345094072, "einstein": 0.4815797303458197, "hypatia": 0.04188228230666015, "ibn_sina": 0.11178746602002924, "sagan": 0.07457720065554332, "socrates": 0.12939402722100685}, "confidence": 0.1531889849812215}}, "usage": {"input_tokens": 505, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.16077929345094072, "einstein": 0.4815797303458197, "hypatia": 0.04188228230666015, "ibn_sina": 0.11178746602002924, "sagan": 0.07457720065554332, "socrates": 0.12939402722100685}, "confidence": 0.1531889849812215, "seconds": 6.61554479500046, "prompt_tokens": 505, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6615.54479500046, "done_reason": null, "id": "c-einstein-01-main-01", "uid": "c023", "task": "kc", "label": "einstein", "text_sha256": "07aba25149a0c8da9b647404800cdd24da603dcee8ee4d3dea732f27bcb53bf7", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:50:13Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "0cba123d72e8f7f1c3c7f88c01d5c38838fcf30e5686570d971c7add87b763a2", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.012932227260727343, "einstein": 0.9458922997842286, "hypatia": 0.00808295526430389, "ibn_sina": 0.007809700296874339, "sagan": 0.013938009427645955, "socrates": 0.01134480796621986}, "confidence": 0.8743945403825769}}, "usage": {"input_tokens": 597, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.012932227260727343, "einstein": 0.9458922997842286, "hypatia": 0.00808295526430389, "ibn_sina": 0.007809700296874339, "sagan": 0.013938009427645955, "socrates": 0.01134480796621986}, "confidence": 0.8743945403825769, "seconds": 7.763200560002588, "prompt_tokens": 597, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7763.200560002588, "done_reason": null, "id": "c-einstein-01-main-01", "uid": "c024", "task": "kc", "label": "einstein", "text_sha256": "4f422e6774b951bd581ef4c7876d7e36747ea40e939108fd5e42273d547984fa", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:50:21Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "af92cf8e77853f7e17b471fab0386d943067a2e1b42c4599e1fd1b6432fd3b11", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.017002381530277756, "einstein": 0.17174087683013173, "hypatia": 0.039197386298721666, "ibn_sina": 0.026805542863867313, "sagan": 0.6770932599127095, "socrates": 0.06816055256429202}, "confidence": 0.3941681506216613}}, "usage": {"input_tokens": 671, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.017002381530277756, "einstein": 0.17174087683013173, "hypatia": 0.039197386298721666, "ibn_sina": 0.026805542863867313, "sagan": 0.6770932599127095, "socrates": 0.06816055256429202}, "confidence": 0.3941681506216613, "seconds": 8.838481240032706, "prompt_tokens": 671, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8838.481240032706, "done_reason": null, "id": "c-einstein-01-main-02", "uid": "c025", "task": "kc", "label": "einstein", "text_sha256": "17705c749c69c5c0abdfcac80343c256023b8e361313ef21348a7d1a2fa7ce0a", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:50:29Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "fbe5ea900d8ce1bc3acd6791006648e0ced9aec40544e9afe4d501057d4ae8bd", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.008528177527427405, "einstein": 0.01198533388901329, "hypatia": 0.006526396445635931, "ibn_sina": 0.005552393576162228, "sagan": 0.9517342126638599, "socrates": 0.015673485897901303}, "confidence": 0.8876001648165397}}, "usage": {"input_tokens": 585, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.008528177527427405, "einstein": 0.01198533388901329, "hypatia": 0.006526396445635931, "ibn_sina": 0.005552393576162228, "sagan": 0.9517342126638599, "socrates": 0.015673485897901303}, "confidence": 0.8876001648165397, "seconds": 7.868721182981972, "prompt_tokens": 585, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7868.721182981972, "done_reason": null, "id": "c-einstein-01-main-03", "uid": "c026", "task": "kc", "label": "einstein", "text_sha256": "4f6f62821fd6f35d26a1a816268097bf2622a617d550b39a78052b55c661bfc9", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:50:37Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "7905abf1a7c38428613208ee4ff2e2dff37c5106352f2c0f16c09b8cf9fff9af", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.012209339664187385, "einstein": 0.8954669606588463, "hypatia": 0.010445134618913965, "ibn_sina": 0.010647343150508436, "sagan": 0.046891685996856426, "socrates": 0.02433953591068743}, "confidence": 0.7660286267007697}}, "usage": {"input_tokens": 593, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.012209339664187385, "einstein": 0.8954669606588463, "hypatia": 0.010445134618913965, "ibn_sina": 0.010647343150508436, "sagan": 0.046891685996856426, "socrates": 0.02433953591068743}, "confidence": 0.7660286267007697, "seconds": 8.034510982979555, "prompt_tokens": 593, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8034.510982979555, "done_reason": null, "id": "c-einstein-01-main-03", "uid": "c027", "task": "kc", "label": "einstein", "text_sha256": "8ffb6e325b770fdaeee2ad284e09c015327cc5a633bf8c8c97a5cd3a7b6eea00", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:50:45Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "046c679c54add8987c0def6ffb019370532501b30ece1b193e34c4ac614f29e3", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.015107678087172675, "einstein": 0.9276177487108136, "hypatia": 0.006137646864129986, "ibn_sina": 0.007413562447881265, "sagan": 0.036070268711847125, "socrates": 0.007653095178155385}, "confidence": 0.8345862345141424}}, "usage": {"input_tokens": 623, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.015107678087172675, "einstein": 0.9276177487108136, "hypatia": 0.006137646864129986, "ibn_sina": 0.007413562447881265, "sagan": 0.036070268711847125, "socrates": 0.007653095178155385}, "confidence": 0.8345862345141424, "seconds": 8.430414794012904, "prompt_tokens": 623, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8430.414794012904, "done_reason": null, "id": "c-einstein-01-main-03", "uid": "c028", "task": "kc", "label": "einstein", "text_sha256": "1969e8278b9b5763c7105922f3230596533913fb049d2aa5046a08e38ab07387", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:50:54Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "1c86e1f79ad9ee96dfc6e80b1c4bfb37ccb503740730c4dcdc4de0bbe9576979", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.005997505601503824, "einstein": 0.9583867705818703, "hypatia": 0.008311377742219848, "ibn_sina": 0.004759582908649821, "sagan": 0.016728418636768452, "socrates": 0.005816344528987787}, "confidence": 0.9027358894995899}}, "usage": {"input_tokens": 707, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.005997505601503824, "einstein": 0.9583867705818703, "hypatia": 0.008311377742219848, "ibn_sina": 0.004759582908649821, "sagan": 0.016728418636768452, "socrates": 0.005816344528987787}, "confidence": 0.9027358894995899, "seconds": 9.461613424005918, "prompt_tokens": 707, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9461.613424005918, "done_reason": null, "id": "c-einstein-01-main-03", "uid": "c029", "task": "kc", "label": "einstein", "text_sha256": "09fcaf85056d117752e4cb783fd351b35d15712f09db521a1956d6e0f9c7476e", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:03Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "08395ee9a394a652ac502ba3783881f851a097c91c2d8c801bc9dd19465066fa", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.012241681277415822, "einstein": 0.9628521198916715, "hypatia": 0.005730275269914075, "ibn_sina": 0.0043580709031563365, "sagan": 0.008054095267896352, "socrates": 0.006763757389945915}, "confidence": 0.9128758110899968}}, "usage": {"input_tokens": 515, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.012241681277415822, "einstein": 0.9628521198916715, "hypatia": 0.005730275269914075, "ibn_sina": 0.0043580709031563365, "sagan": 0.008054095267896352, "socrates": 0.006763757389945915}, "confidence": 0.9128758110899968, "seconds": 7.143835807975847, "prompt_tokens": 515, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7143.835807975847, "done_reason": null, "id": "c-einstein-01-starter-01", "uid": "c030", "task": "kc", "label": "einstein", "text_sha256": "08e02bf156cc40d29eb210f32660351ca76ed14d072452ab76abe5df36f30cf1", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:10Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "06550a0c070754bfa382273603bae053348544611ea06fc60c3f8f78f6f0e0b7", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "hypatia", "probabilities": {"darwin": 0.018841737553071586, "einstein": 0.3568398248860686, "hypatia": 0.4256977924393699, "ibn_sina": 0.1342246772825515, "sagan": 0.01899111528822014, "socrates": 0.045404852550718244}, "confidence": 0.1952161711277678}}, "usage": {"input_tokens": 441, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "hypatia", "probs": {"darwin": 0.018841737553071586, "einstein": 0.3568398248860686, "hypatia": 0.4256977924393699, "ibn_sina": 0.1342246772825515, "sagan": 0.01899111528822014, "socrates": 0.045404852550718244}, "confidence": 0.1952161711277678, "seconds": 6.234350074024405, "prompt_tokens": 441, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6234.350074024405, "done_reason": null, "id": "c-einstein-01-starter-02", "uid": "c031", "task": "kc", "label": "einstein", "text_sha256": "a36451d05d663fe9e9be29012d01cc938a3f5f796503647444fa24af9f43c037", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:17Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "8d3b9b5c684b9c4f71fe2c80ef2a0abb1bf762cb9eca32cc2797975293e622db", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.06615828291058383, "einstein": 0.022989439940829737, "hypatia": 0.01341031021246252, "ibn_sina": 0.015063992130922532, "sagan": 0.8634289055229754, "socrates": 0.018949069282226054}, "confidence": 0.7014168821735807}}, "usage": {"input_tokens": 495, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.06615828291058383, "einstein": 0.022989439940829737, "hypatia": 0.01341031021246252, "ibn_sina": 0.015063992130922532, "sagan": 0.8634289055229754, "socrates": 0.018949069282226054}, "confidence": 0.7014168821735807, "seconds": 7.119560954975896, "prompt_tokens": 495, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7119.560954975896, "done_reason": null, "id": "c-einstein-01-starter-02", "uid": "c032", "task": "kc", "label": "einstein", "text_sha256": "514fdcb80f9e03597268ab55271c5a422f6c2fad64c0388d69b1a9fc12a70238", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:24Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ef45da2316173e7abeea5d9f50b805e7e6101970e193e303448a09b24841b95c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.014730618652287586, "einstein": 0.8119563069911298, "hypatia": 0.044215481568597594, "ibn_sina": 0.017093807387466377, "sagan": 0.041900441208398656, "socrates": 0.07010334419212008}, "confidence": 0.6020888421883276}}, "usage": {"input_tokens": 677, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.014730618652287586, "einstein": 0.8119563069911298, "hypatia": 0.044215481568597594, "ibn_sina": 0.017093807387466377, "sagan": 0.041900441208398656, "socrates": 0.07010334419212008}, "confidence": 0.6020888421883276, "seconds": 10.049923284968827, "prompt_tokens": 677, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10049.923284968827, "done_reason": null, "id": "c-einstein-01-starter-03", "uid": "c033", "task": "kc", "label": "einstein", "text_sha256": "b6f364845ed13528ab3c01f57ef05b30b6bf428289727b3932852952d458fa8d", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:34Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "70c61a24e7389825115e809e90590b0de304acdcec9da8139878d698c530832c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.005679401443549677, "einstein": 0.9731340574212111, "hypatia": 0.005171547496493286, "ibn_sina": 0.004590651215236788, "sagan": 0.004655273482432107, "socrates": 0.0067690689410771655}, "confidence": 0.9365649521937277}}, "usage": {"input_tokens": 593, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.005679401443549677, "einstein": 0.9731340574212111, "hypatia": 0.005171547496493286, "ibn_sina": 0.004590651215236788, "sagan": 0.004655273482432107, "socrates": 0.0067690689410771655}, "confidence": 0.9365649521937277, "seconds": 8.887782500009052, "prompt_tokens": 593, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8887.782500009052, "done_reason": null, "id": "c-einstein-01-starter-03", "uid": "c034", "task": "kc", "label": "einstein", "text_sha256": "410e86ba344ca5a2f88341617f6d75ef59d1ee1233f886347c1cef0b365b938c", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:43Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "36e36fd875dcb6fcd30f8ad4a732fc84604c5605fd51588de8cdf3fd37bcb156", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.010567181648473312, "einstein": 0.9355054702341387, "hypatia": 0.023146117978992166, "ibn_sina": 0.010404254551783225, "sagan": 0.012323375191538465, "socrates": 0.008053600395074096}, "confidence": 0.8513714410140392}}, "usage": {"input_tokens": 463, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.010567181648473312, "einstein": 0.9355054702341387, "hypatia": 0.023146117978992166, "ibn_sina": 0.010404254551783225, "sagan": 0.012323375191538465, "socrates": 0.008053600395074096}, "confidence": 0.8513714410140392, "seconds": 6.472190906992182, "prompt_tokens": 463, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6472.190906992182, "done_reason": null, "id": "c-einstein-01-starter-03", "uid": "c035", "task": "kc", "label": "einstein", "text_sha256": "67ab5560f37aea121e4812ee7208fe88b05d544de1313ee421b13d1f809a395d", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:49Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "53410880d12779c0c4c4e4becb3d6c57efa5cca73c859c565c763499a1fba816", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.10129531014118662, "einstein": 0.37840052788568745, "hypatia": 0.18023408107016683, "ibn_sina": 0.1695148789115672, "sagan": 0.1369200731410105, "socrates": 0.03363512885038138}, "confidence": 0.081454895000918}}, "usage": {"input_tokens": 693, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.10129531014118662, "einstein": 0.37840052788568745, "hypatia": 0.18023408107016683, "ibn_sina": 0.1695148789115672, "sagan": 0.1369200731410105, "socrates": 0.03363512885038138}, "confidence": 0.081454895000918, "seconds": 9.5819117599749, "prompt_tokens": 693, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9581.9117599749, "done_reason": null, "id": "c-hypatia-01-dessert-01", "uid": "c036", "task": "kc", "label": "hypatia", "text_sha256": "a5de183d7f21379964de4518ebf80f3053096a36e1dd875744e7d22e87edc7c1", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:51:59Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "60ca01400728b39379b62e800f8729bb21f28627f8ef74fdb91406ffc80d039b", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.0460322419343358, "einstein": 0.1097886436719179, "hypatia": 0.28948444014967945, "ibn_sina": 0.08830011576736649, "sagan": 0.11001187591469808, "socrates": 0.35638268256200234}, "confidence": 0.09385827325898091}}, "usage": {"input_tokens": 549, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.0460322419343358, "einstein": 0.1097886436719179, "hypatia": 0.28948444014967945, "ibn_sina": 0.08830011576736649, "sagan": 0.11001187591469808, "socrates": 0.35638268256200234}, "confidence": 0.09385827325898091, "seconds": 7.491337500046939, "prompt_tokens": 549, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7491.337500046939, "done_reason": null, "id": "c-hypatia-01-dessert-02", "uid": "c037", "task": "kc", "label": "hypatia", "text_sha256": "01a0fda2d7f9187d9c9d4637119020d2e87fb932554aecc4f25d5e1049099cfd", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:52:06Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "cea561710397d08713919835eaa6badd506abefe21e9793915736cbcf571db70", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.009185723116972692, "einstein": 0.006745940597592455, "hypatia": 0.006250548435535137, "ibn_sina": 0.006182654121265356, "sagan": 0.9562101552865737, "socrates": 0.015424978442060666}, "confidence": 0.8977395649894809}}, "usage": {"input_tokens": 455, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.009185723116972692, "einstein": 0.006745940597592455, "hypatia": 0.006250548435535137, "ibn_sina": 0.006182654121265356, "sagan": 0.9562101552865737, "socrates": 0.015424978442060666}, "confidence": 0.8977395649894809, "seconds": 6.274468501040246, "prompt_tokens": 455, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6274.468501040246, "done_reason": null, "id": "c-hypatia-01-dessert-02", "uid": "c038", "task": "kc", "label": "hypatia", "text_sha256": "d19c1175d3216a8a0bfd4d0953337a3682e2eacf13a33a217ea2c81dacc6ba81", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:52:12Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "a92667bd1952495e79468ae067425395d5511079bdf1f066abafa0182c57620e", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.10999822380639128, "einstein": 0.04519676506212585, "hypatia": 0.05155582703190491, "ibn_sina": 0.01878538983266722, "sagan": 0.15692054858506682, "socrates": 0.6175432456818439}, "confidence": 0.3077643638083066}}, "usage": {"input_tokens": 503, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.10999822380639128, "einstein": 0.04519676506212585, "hypatia": 0.05155582703190491, "ibn_sina": 0.01878538983266722, "sagan": 0.15692054858506682, "socrates": 0.6175432456818439}, "confidence": 0.3077643638083066, "seconds": 6.768641366972588, "prompt_tokens": 503, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6768.641366972588, "done_reason": null, "id": "c-hypatia-01-dessert-03", "uid": "c039", "task": "kc", "label": "hypatia", "text_sha256": "5f26c48e950fedd038bfdac0246a243725b4544c160a6d2b3bdc1bc678cd5d07", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:52:19Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "6dae1f58ef7ea31d6acf53cc5f4fc8a8254827e1ec602b97859fd641edded372", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.007903356914930328, "einstein": 0.01996158356586831, "hypatia": 0.29274602242880315, "ibn_sina": 0.6634900329193989, "sagan": 0.007699379140366331, "socrates": 0.008199625030632847}, "confidence": 0.4318080395080509}}, "usage": {"input_tokens": 641, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.007903356914930328, "einstein": 0.01996158356586831, "hypatia": 0.29274602242880315, "ibn_sina": 0.6634900329193989, "sagan": 0.007699379140366331, "socrates": 0.008199625030632847}, "confidence": 0.4318080395080509, "seconds": 9.397954488988034, "prompt_tokens": 641, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9397.954488988034, "done_reason": null, "id": "c-hypatia-01-main-01", "uid": "c040", "task": "kc", "label": "hypatia", "text_sha256": "6d5bf83d9dbfa6c8fa54c2ac6f17730078b8b12a6895818e9d5bae99813c9910", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:52:29Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "c5e40b39c14beb9a0b05e0922a154ec9943477a8ebdd3b239151420d3872133c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.014964672678003997, "einstein": 0.67644346739908, "hypatia": 0.049491839820699185, "ibn_sina": 0.010394137384907574, "sagan": 0.2359186026986264, "socrates": 0.0127872800186829}, "confidence": 0.4194139455347351}}, "usage": {"input_tokens": 497, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.014964672678003997, "einstein": 0.67644346739908, "hypatia": 0.049491839820699185, "ibn_sina": 0.010394137384907574, "sagan": 0.2359186026986264, "socrates": 0.0127872800186829}, "confidence": 0.4194139455347351, "seconds": 7.805779037997127, "prompt_tokens": 497, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7805.779037997127, "done_reason": null, "id": "c-hypatia-01-main-01", "uid": "c041", "task": "kc", "label": "hypatia", "text_sha256": "f1b2cfbff4f5841853cb9507da2768ff094aeeca9b559b51245ee33878dffeb2", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:52:36Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "79fb4c421b342027371a354bfc724fa64f5db5d74a395e1f0134e383b6932a60", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "hypatia", "probabilities": {"darwin": 0.022849324409415908, "einstein": 0.19254219017011576, "hypatia": 0.44787472205890394, "ibn_sina": 0.13043428875106877, "sagan": 0.03208889311311584, "socrates": 0.17421058149737986}, "confidence": 0.14389417687562753}}, "usage": {"input_tokens": 677, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "hypatia", "probs": {"darwin": 0.022849324409415908, "einstein": 0.19254219017011576, "hypatia": 0.44787472205890394, "ibn_sina": 0.13043428875106877, "sagan": 0.03208889311311584, "socrates": 0.17421058149737986}, "confidence": 0.14389417687562753, "seconds": 9.056092067970894, "prompt_tokens": 677, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9056.092067970894, "done_reason": null, "id": "c-hypatia-01-main-01", "uid": "c042", "task": "kc", "label": "hypatia", "text_sha256": "e252c70e869af17f3ef75ee21e1cac261c8c996f84df756e6abdf0a420baf24b", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:52:46Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "1171383a350272ae6dd50d3be1dda29c6229f3879efb1331a0015d33d4fa3568", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.030380391912186604, "einstein": 0.2093370720166738, "hypatia": 0.0871515516589563, "ibn_sina": 0.16959506474392594, "sagan": 0.48397630753351173, "socrates": 0.01955961213474563}, "confidence": 0.17886220186713553}}, "usage": {"input_tokens": 581, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.030380391912186604, "einstein": 0.2093370720166738, "hypatia": 0.0871515516589563, "ibn_sina": 0.16959506474392594, "sagan": 0.48397630753351173, "socrates": 0.01955961213474563}, "confidence": 0.17886220186713553, "seconds": 7.998501569032669, "prompt_tokens": 581, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7998.501569032669, "done_reason": null, "id": "c-hypatia-01-main-01", "uid": "c043", "task": "kc", "label": "hypatia", "text_sha256": "c9971b306d10c18655f624323a0657456d02d8b9f6f8c8a390c53a0144a20353", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:52:54Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "550dcbbf4c9113c575eb00cf7dd4c978283e0d887b4fa383e793b9d3768433b0", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.09281655472356706, "einstein": 0.0632656559856152, "hypatia": 0.07031227415794301, "ibn_sina": 0.03090044432464411, "sagan": 0.6332837290338367, "socrates": 0.10942134177439389}, "confidence": 0.31784490509137103}}, "usage": {"input_tokens": 457, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.09281655472356706, "einstein": 0.0632656559856152, "hypatia": 0.07031227415794301, "ibn_sina": 0.03090044432464411, "sagan": 0.6332837290338367, "socrates": 0.10942134177439389}, "confidence": 0.31784490509137103, "seconds": 7.401855028001592, "prompt_tokens": 457, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7401.855028001592, "done_reason": null, "id": "c-hypatia-01-main-01", "uid": "c044", "task": "kc", "label": "hypatia", "text_sha256": "241d6cdc11e0749d2f38d145fbd4bda015a93b0c01b2e0692f7d374cdd1fc0a9", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:53:01Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "a7501a3b3149ec22eb93de5cfbdf2becc70db679c219e6f88ab7072e69212da2", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.00794410340289299, "einstein": 0.18307145715227285, "hypatia": 0.1345019819521218, "ibn_sina": 0.6427015112112289, "sagan": 0.021156367824866018, "socrates": 0.010624578456617483}, "confidence": 0.35835370771828046}}, "usage": {"input_tokens": 605, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.00794410340289299, "einstein": 0.18307145715227285, "hypatia": 0.1345019819521218, "ibn_sina": 0.6427015112112289, "sagan": 0.021156367824866018, "socrates": 0.010624578456617483}, "confidence": 0.35835370771828046, "seconds": 10.276595972012728, "prompt_tokens": 605, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10276.595972012728, "done_reason": null, "id": "c-hypatia-01-main-02", "uid": "c045", "task": "kc", "label": "hypatia", "text_sha256": "990f4efb9ecf643ec7583c478c70e24062ee44b2b11fc92c39414c900af4f50c", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:53:11Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "51091ba903351f76f1c9074582ea4abcadfbf07b73645803c2453268f86cf0fe", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.010177658890318242, "einstein": 0.2197357028770297, "hypatia": 0.23713312632381092, "ibn_sina": 0.39172621035351063, "sagan": 0.00875577343825008, "socrates": 0.13247152811708043}, "confidence": 0.13083313200106444}}, "usage": {"input_tokens": 631, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.010177658890318242, "einstein": 0.2197357028770297, "hypatia": 0.23713312632381092, "ibn_sina": 0.39172621035351063, "sagan": 0.00875577343825008, "socrates": 0.13247152811708043}, "confidence": 0.13083313200106444, "seconds": 10.051973130961414, "prompt_tokens": 631, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10051.973130961414, "done_reason": null, "id": "c-hypatia-01-main-03", "uid": "c046", "task": "kc", "label": "hypatia", "text_sha256": "2f798896840b41edb036a413b36f53af135fdff331b30e07736bc0e6c8953bd7", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:53:21Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ef8ed0aee48a818fd4b6f519a6d69a1ee3cdac3aca20b9c6b8fec197d1a29a2f", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.010945262323121405, "einstein": 0.6361705409969436, "hypatia": 0.04790142437209714, "ibn_sina": 0.015503356238478178, "sagan": 0.28147478876166, "socrates": 0.008004627307699776}, "confidence": 0.3839917447335461}}, "usage": {"input_tokens": 565, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.010945262323121405, "einstein": 0.6361705409969436, "hypatia": 0.04790142437209714, "ibn_sina": 0.015503356238478178, "sagan": 0.28147478876166, "socrates": 0.008004627307699776}, "confidence": 0.3839917447335461, "seconds": 10.272856019961182, "prompt_tokens": 565, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10272.856019961182, "done_reason": null, "id": "c-hypatia-01-main-03", "uid": "c047", "task": "kc", "label": "hypatia", "text_sha256": "76cf8cc11125b2570e9c8e373627b9b8bce42a3ed2f50594fad3be025b99d1a8", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9398, "seed": 20260921, "stamp": "2026-09-28T11:53:32Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "518f70391848f4160de4d2ca4b3dfa9256f61398a04ebe65ce467d3f4df3d9ec", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "hypatia", "probabilities": {"darwin": 0.007927023635166959, "einstein": 0.06560094622194998, "hypatia": 0.7844032028717381, "ibn_sina": 0.058710371051356035, "sagan": 0.07690924680389477, "socrates": 0.0064492094158941585}, "confidence": 0.5548698864872671}}, "usage": {"input_tokens": 719, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "hypatia", "probs": {"darwin": 0.007927023635166959, "einstein": 0.06560094622194998, "hypatia": 0.7844032028717381, "ibn_sina": 0.058710371051356035, "sagan": 0.07690924680389477, "socrates": 0.0064492094158941585}, "confidence": 0.5548698864872671, "seconds": 10.873303683998529, "prompt_tokens": 719, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10873.303683998529, "done_reason": null, "id": "c-hypatia-01-main-03", "uid": "c048", "task": "kc", "label": "hypatia", "text_sha256": "50041391af6fba1f4bd767736233b10e810a2891780598b23f019220d35ebab1", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:53:42Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "2c8f8199cffc7ca570c61b59355b5cb2b0d15104ad1e57f3fd7692a8b2ec257e", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.036987441135749186, "einstein": 0.024470882883481523, "hypatia": 0.03302254582580799, "ibn_sina": 0.05321055904088346, "sagan": 0.4840583618318524, "socrates": 0.36825020928222546}, "confidence": 0.25097135359944145}}, "usage": {"input_tokens": 451, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.036987441135749186, "einstein": 0.024470882883481523, "hypatia": 0.03302254582580799, "ibn_sina": 0.05321055904088346, "sagan": 0.4840583618318524, "socrates": 0.36825020928222546}, "confidence": 0.25097135359944145, "seconds": 8.038995125971269, "prompt_tokens": 451, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8038.995125971269, "done_reason": null, "id": "c-hypatia-01-starter-01", "uid": "c049", "task": "kc", "label": "hypatia", "text_sha256": "b3cbd4a18274f64a6bde319e80f25054e12322fb09acc0c3d522792b7b49ede8", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:53:50Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "49cf9584bdd714487fe44d03d0cf094bffb7ddabf39f43dc80799d3de073d3f7", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.3518646487661857, "einstein": 0.02139569821325754, "hypatia": 0.05644204882746681, "ibn_sina": 0.0187044372662447, "sagan": 0.40327038761440714, "socrates": 0.14832277931243812}, "confidence": 0.1749144642307761}}, "usage": {"input_tokens": 559, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.3518646487661857, "einstein": 0.02139569821325754, "hypatia": 0.05644204882746681, "ibn_sina": 0.0187044372662447, "sagan": 0.40327038761440714, "socrates": 0.14832277931243812}, "confidence": 0.1749144642307761, "seconds": 8.56117396603804, "prompt_tokens": 559, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8561.17396603804, "done_reason": null, "id": "c-hypatia-01-starter-01", "uid": "c050", "task": "kc", "label": "hypatia", "text_sha256": "6588c54ef23e640e7f57252c699affd5dd6b2af55b7d2263da46b57ca15b64fd", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:53:59Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "d445b0eba928e2f123e2a696fc3349b65c89382bdce54490773f3593ea646bbd", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.004938523218366462, "einstein": 0.006947007886203688, "hypatia": 0.1729164169395308, "ibn_sina": 0.8085944539478498, "sagan": 0.0036613343657061316, "socrates": 0.002942263642343257}, "confidence": 0.620583748500706}}, "usage": {"input_tokens": 513, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.004938523218366462, "einstein": 0.006947007886203688, "hypatia": 0.1729164169395308, "ibn_sina": 0.8085944539478498, "sagan": 0.0036613343657061316, "socrates": 0.002942263642343257}, "confidence": 0.620583748500706, "seconds": 7.989742545003537, "prompt_tokens": 513, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7989.742545003537, "done_reason": null, "id": "c-hypatia-01-starter-02", "uid": "c051", "task": "kc", "label": "hypatia", "text_sha256": "584240bc99dcaa76ab12a358683ec6fe3c209a90fc88a943d6e23be4b03fd7fe", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:54:07Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "44eede8e8a6cd0f0ec8f329973c8450624acfaaf39b0e500af444335f60a264d", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.04772814295895507, "einstein": 0.09724352172503264, "hypatia": 0.2250810017598726, "ibn_sina": 0.046661827193846185, "sagan": 0.557375773166401, "socrates": 0.025909733195892515}, "confidence": 0.2510945540862629}}, "usage": {"input_tokens": 453, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.04772814295895507, "einstein": 0.09724352172503264, "hypatia": 0.2250810017598726, "ibn_sina": 0.046661827193846185, "sagan": 0.557375773166401, "socrates": 0.025909733195892515}, "confidence": 0.2510945540862629, "seconds": 7.577613622997887, "prompt_tokens": 453, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7577.613622997887, "done_reason": null, "id": "c-hypatia-01-starter-02", "uid": "c052", "task": "kc", "label": "hypatia", "text_sha256": "e91537d8f3532b1cdb47129a57ad062155f8ced9d488616dd4276ec4164938fb", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:54:15Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "a66cb47a052715ec47cff3da36e4d6f8643ac70737abfd23a65b0300a9c4f131", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "hypatia", "probabilities": {"darwin": 0.013997270843795767, "einstein": 0.027801258086748895, "hypatia": 0.5825157037438784, "ibn_sina": 0.03167524916306706, "sagan": 0.25981985324164186, "socrates": 0.08419066492086794}, "confidence": 0.2990693491100501}}, "usage": {"input_tokens": 525, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "hypatia", "probs": {"darwin": 0.013997270843795767, "einstein": 0.027801258086748895, "hypatia": 0.5825157037438784, "ibn_sina": 0.03167524916306706, "sagan": 0.25981985324164186, "socrates": 0.08419066492086794}, "confidence": 0.2990693491100501, "seconds": 8.736409511009697, "prompt_tokens": 525, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8736.409511009697, "done_reason": null, "id": "c-hypatia-01-starter-02", "uid": "c053", "task": "kc", "label": "hypatia", "text_sha256": "8d7b0004f9f8bdcc93faf53126599249fb43b754daa1ab89d93c77cb67b3310d", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:54:23Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "2bfa4bdd272a13a8e0a461cd9394d00a24d529a16ca98d344a304f473afee10d", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.03917164470097602, "einstein": 0.12046627553893591, "hypatia": 0.22831206075947608, "ibn_sina": 0.057904638497222154, "sagan": 0.5100024900738425, "socrates": 0.0441428904295474}, "confidence": 0.20029242423463584}}, "usage": {"input_tokens": 529, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.03917164470097602, "einstein": 0.12046627553893591, "hypatia": 0.22831206075947608, "ibn_sina": 0.057904638497222154, "sagan": 0.5100024900738425, "socrates": 0.0441428904295474}, "confidence": 0.20029242423463584, "seconds": 8.216436383954715, "prompt_tokens": 529, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8216.436383954715, "done_reason": null, "id": "c-ibn_sina-01-dessert-01", "uid": "c054", "task": "kc", "label": "ibn_sina", "text_sha256": "b299c905839b0a3ea80642f3563ed7da112315705aac5520df3856a5ae1de6c9", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:54:32Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "a316eee1d777f5acec746f93cc5f922a09147773e8466eeda1d6cd77d962c38e", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.010269848219858956, "einstein": 0.016944214755932524, "hypatia": 0.004727393972680696, "ibn_sina": 0.9522331171366656, "sagan": 0.0038824614144993106, "socrates": 0.01194296450036287}, "confidence": 0.8887846500753158}}, "usage": {"input_tokens": 551, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.010269848219858956, "einstein": 0.016944214755932524, "hypatia": 0.004727393972680696, "ibn_sina": 0.9522331171366656, "sagan": 0.0038824614144993106, "socrates": 0.01194296450036287}, "confidence": 0.8887846500753158, "seconds": 8.375729724997655, "prompt_tokens": 551, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8375.729724997655, "done_reason": null, "id": "c-ibn_sina-01-dessert-02", "uid": "c055", "task": "kc", "label": "ibn_sina", "text_sha256": "08a2d58741f0e2b5e18564f563f0c14b6a31eedffbd7d8bd3650b24b79ed9e26", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:54:40Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ee3137cb7f1a66a6f4433d42bfd7c7a56e7450e35fcb2e2ab1ca53452e4d5595", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "hypatia", "probabilities": {"darwin": 0.06287695265522042, "einstein": 0.023828724947684062, "hypatia": 0.37333205759085464, "ibn_sina": 0.12537324593551089, "sagan": 0.05441652820906792, "socrates": 0.3601724906616621}, "confidence": 0.15076237228122386}}, "usage": {"input_tokens": 591, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "hypatia", "probs": {"darwin": 0.06287695265522042, "einstein": 0.023828724947684062, "hypatia": 0.37333205759085464, "ibn_sina": 0.12537324593551089, "sagan": 0.05441652820906792, "socrates": 0.3601724906616621}, "confidence": 0.15076237228122386, "seconds": 9.128853778995108, "prompt_tokens": 591, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9128.853778995108, "done_reason": null, "id": "c-ibn_sina-01-dessert-02", "uid": "c056", "task": "kc", "label": "ibn_sina", "text_sha256": "662296bb66a18a37300fd190cf48c9853e307386b2ca49c84cb14a90465ba367", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:54:49Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "fef9b4a6bb369848c472d86f9cddd6d23a488ef8c4f0ddf47669b6b7d3933f4e", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.05278759211796749, "einstein": 0.040102882679752816, "hypatia": 0.0069629849524452106, "ibn_sina": 0.8830883330608879, "sagan": 0.005410255307530724, "socrates": 0.011647951881415947}, "confidence": 0.7413438446488827}}, "usage": {"input_tokens": 585, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.05278759211796749, "einstein": 0.040102882679752816, "hypatia": 0.0069629849524452106, "ibn_sina": 0.8830883330608879, "sagan": 0.005410255307530724, "socrates": 0.011647951881415947}, "confidence": 0.7413438446488827, "seconds": 8.46522981999442, "prompt_tokens": 585, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8465.22981999442, "done_reason": null, "id": "c-ibn_sina-01-dessert-02", "uid": "c057", "task": "kc", "label": "ibn_sina", "text_sha256": "d8e0cb07e0eaf48824f57ebe5eb906dcef9a8f1e4b6f099dff399409791584b6", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:54:57Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "a1a0666b3c7760ecf67320bc79e8c40eabd3038760e7b0d833c83d02d9857e7c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.006887240737603963, "einstein": 0.009255257340586862, "hypatia": 0.21896586379114658, "ibn_sina": 0.7134496197611608, "sagan": 0.011368843945239229, "socrates": 0.040073174424262545}, "confidence": 0.47058953588518565}}, "usage": {"input_tokens": 609, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.006887240737603963, "einstein": 0.009255257340586862, "hypatia": 0.21896586379114658, "ibn_sina": 0.7134496197611608, "sagan": 0.011368843945239229, "socrates": 0.040073174424262545}, "confidence": 0.47058953588518565, "seconds": 9.933983534981962, "prompt_tokens": 609, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9933.983534981962, "done_reason": null, "id": "c-ibn_sina-01-dessert-03", "uid": "c058", "task": "kc", "label": "ibn_sina", "text_sha256": "f4471ae63e6d6bccbd5c261f4532ca1a299e3f457f483d8761a8918386e82bc1", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9431, "seed": 20260921, "stamp": "2026-09-28T11:55:07Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "5d38405aad00196bf315b3f02a4541a96ee3b0b544e6d7b01ee62e4201af80de", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.12229333064606766, "einstein": 0.004781185705203668, "hypatia": 0.010014888947837034, "ibn_sina": 0.8485445093781259, "sagan": 0.00937998710080726, "socrates": 0.004986098221958564}, "confidence": 0.6822633354245777}}, "usage": {"input_tokens": 689, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.12229333064606766, "einstein": 0.004781185705203668, "hypatia": 0.010014888947837034, "ibn_sina": 0.8485445093781259, "sagan": 0.00937998710080726, "socrates": 0.004986098221958564}, "confidence": 0.6822633354245777, "seconds": 10.94459613302024, "prompt_tokens": 689, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10944.59613302024, "done_reason": null, "id": "c-ibn_sina-01-dessert-03", "uid": "c059", "task": "kc", "label": "ibn_sina", "text_sha256": "bd105be757c9e850ab01e91c392d5b3ffcc1a669e30151f6297ad7d4a9f43e50", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9455, "seed": 20260921, "stamp": "2026-09-28T11:55:18Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "1a1a9d479c9f9382fc6b8f35f6aa832428b8ff9246586de0a5a16d82b97ed0d3", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "hypatia", "probabilities": {"darwin": 0.008671128266530896, "einstein": 0.0385658630596607, "hypatia": 0.4391779938691423, "ibn_sina": 0.1044107928024416, "sagan": 0.3706546648402197, "socrates": 0.03851955716200474}, "confidence": 0.21305209007593895}}, "usage": {"input_tokens": 541, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "hypatia", "probs": {"darwin": 0.008671128266530896, "einstein": 0.0385658630596607, "hypatia": 0.4391779938691423, "ibn_sina": 0.1044107928024416, "sagan": 0.3706546648402197, "socrates": 0.03851955716200474}, "confidence": 0.21305209007593895, "seconds": 7.39587137196213, "prompt_tokens": 541, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7395.87137196213, "done_reason": null, "id": "c-ibn_sina-01-main-02", "uid": "c060", "task": "kc", "label": "ibn_sina", "text_sha256": "b55dbe714cc75405acc2e9cc1648dc3ee39c13f22e834fb80f8422ba653843e2", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9455, "seed": 20260921, "stamp": "2026-09-28T11:55:26Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "0eaa53cd7e68184de0b50355e7ae62c609c53927e1fff8511bf6410b513fd76c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.023390735702167823, "einstein": 0.8983174198080259, "hypatia": 0.00752274722943414, "ibn_sina": 0.056970651828401705, "sagan": 0.007380288386740879, "socrates": 0.0064181570452296575}, "confidence": 0.7731030658472768}}, "usage": {"input_tokens": 611, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.023390735702167823, "einstein": 0.8983174198080259, "hypatia": 0.00752274722943414, "ibn_sina": 0.056970651828401705, "sagan": 0.007380288386740879, "socrates": 0.0064181570452296575}, "confidence": 0.7731030658472768, "seconds": 8.77399808698101, "prompt_tokens": 611, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8773.99808698101, "done_reason": null, "id": "c-ibn_sina-01-main-02", "uid": "c061", "task": "kc", "label": "ibn_sina", "text_sha256": "dd2f74b23716b02aa47bf6643e04dff6473ac0c4707db2e339a44e5a0a841efc", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9455, "seed": 20260921, "stamp": "2026-09-28T11:55:35Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "c461c8ab53ff01b5a96bd7ece4257ee0a3381a919c1f261f77bf828da81d00de", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.008109351829359896, "einstein": 0.004434301683041188, "hypatia": 0.10281997644023527, "ibn_sina": 0.8688764659321087, "sagan": 0.007418289324772787, "socrates": 0.008341614790482291}, "confidence": 0.7188739585338023}}, "usage": {"input_tokens": 637, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.008109351829359896, "einstein": 0.004434301683041188, "hypatia": 0.10281997644023527, "ibn_sina": 0.8688764659321087, "sagan": 0.007418289324772787, "socrates": 0.008341614790482291}, "confidence": 0.7188739585338023, "seconds": 9.451429846987594, "prompt_tokens": 637, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9451.429846987594, "done_reason": null, "id": "c-ibn_sina-01-main-02", "uid": "c062", "task": "kc", "label": "ibn_sina", "text_sha256": "7017c582c8c06a8055ff39050ceb8b9c6ecdfd1950ea6fb82eaa12427352e499", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9455, "seed": 20260921, "stamp": "2026-09-28T11:55:44Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "9bf1321b83d4fa4a12fee84c88e428fa1366c4478d4eb1e3b333869cc146f6bf", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.014713035562648882, "einstein": 0.020038494328147353, "hypatia": 0.10753923597628673, "ibn_sina": 0.8150426611130381, "sagan": 0.01622578880520456, "socrates": 0.02644078421467429}, "confidence": 0.6129275592054775}}, "usage": {"input_tokens": 683, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.014713035562648882, "einstein": 0.020038494328147353, "hypatia": 0.10753923597628673, "ibn_sina": 0.8150426611130381, "sagan": 0.01622578880520456, "socrates": 0.02644078421467429}, "confidence": 0.6129275592054775, "seconds": 10.696374714025296, "prompt_tokens": 683, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10696.374714025296, "done_reason": null, "id": "c-ibn_sina-01-main-03", "uid": "c063", "task": "kc", "label": "ibn_sina", "text_sha256": "0b11aa8d00f225a2e23695d1879b0b3cfecbb79f138d13ac59b948622fe38cae", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9481, "seed": 20260921, "stamp": "2026-09-28T11:55:55Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "eff8abe6388ec33a313b640330e601559224476208f89d3386053c3801501032", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.004182970770749283, "einstein": 0.0035332203669229643, "hypatia": 0.229836612372063, "ibn_sina": 0.604620804136447, "sagan": 0.0038692908277405567, "socrates": 0.1539571015260772}, "confidence": 0.33056671191246456}}, "usage": {"input_tokens": 647, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.004182970770749283, "einstein": 0.0035332203669229643, "hypatia": 0.229836612372063, "ibn_sina": 0.604620804136447, "sagan": 0.0038692908277405567, "socrates": 0.1539571015260772}, "confidence": 0.33056671191246456, "seconds": 8.89654155401513, "prompt_tokens": 647, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8896.54155401513, "done_reason": null, "id": "c-ibn_sina-01-main-03", "uid": "c064", "task": "kc", "label": "ibn_sina", "text_sha256": "a7d0bd3209b1bd2142727de630b760b15f5f6312081717f4e82e1ee2a0212263", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9481, "seed": 20260921, "stamp": "2026-09-28T11:56:04Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "c5ad5e3e45e478abdf23a6ab5e1d56e3cd7dd44483f5f3db007ff88291281086", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.011957405798238733, "einstein": 0.03522503482322126, "hypatia": 0.010420257777287745, "ibn_sina": 0.8935358817452796, "sagan": 0.03063657217699542, "socrates": 0.018224847678977214}, "confidence": 0.7614033771974302}}, "usage": {"input_tokens": 693, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.011957405798238733, "einstein": 0.03522503482322126, "hypatia": 0.010420257777287745, "ibn_sina": 0.8935358817452796, "sagan": 0.03063657217699542, "socrates": 0.018224847678977214}, "confidence": 0.7614033771974302, "seconds": 9.132731705030892, "prompt_tokens": 693, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9132.731705030892, "done_reason": null, "id": "c-ibn_sina-01-main-03", "uid": "c065", "task": "kc", "label": "ibn_sina", "text_sha256": "3b833e5a5504cbd80f178ad75b526e1f554adfbb0089f158306ea21143c7ae2f", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9508, "seed": 20260921, "stamp": "2026-09-28T11:56:13Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "43311265711e35aea9915fd2616e6caa06d83a03a87905bc4b8ee72a6624f423", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.005963160938967857, "einstein": 0.004753270426930831, "hypatia": 0.45646553761266145, "ibn_sina": 0.5008647747545334, "sagan": 0.005302450385765819, "socrates": 0.026650805881140632}, "confidence": 0.35202741270432264}}, "usage": {"input_tokens": 493, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.005963160938967857, "einstein": 0.004753270426930831, "hypatia": 0.45646553761266145, "ibn_sina": 0.5008647747545334, "sagan": 0.005302450385765819, "socrates": 0.026650805881140632}, "confidence": 0.35202741270432264, "seconds": 6.904218334995676, "prompt_tokens": 493, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6904.218334995676, "done_reason": null, "id": "c-ibn_sina-01-starter-01", "uid": "c066", "task": "kc", "label": "ibn_sina", "text_sha256": "23e51d7b6856050d91d3999166ecb603fc4961be70cc59ae3729087202ef3384", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9508, "seed": 20260921, "stamp": "2026-09-28T11:56:20Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "131fc24eee14e0fad8c3f1bb63f44e6e9b71d0d8e5ad9dfd0ceb8f983efc446b", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.07994595247503442, "einstein": 0.3869519018900639, "hypatia": 0.01943743533089936, "ibn_sina": 0.07113165394312965, "sagan": 0.15499665419399086, "socrates": 0.28753640216688187}, "confidence": 0.12191416139297506}}, "usage": {"input_tokens": 529, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.07994595247503442, "einstein": 0.3869519018900639, "hypatia": 0.01943743533089936, "ibn_sina": 0.07113165394312965, "sagan": 0.15499665419399086, "socrates": 0.28753640216688187}, "confidence": 0.12191416139297506, "seconds": 7.978188027977012, "prompt_tokens": 529, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7978.188027977012, "done_reason": null, "id": "c-ibn_sina-01-starter-02", "uid": "c067", "task": "kc", "label": "ibn_sina", "text_sha256": "29e6791f3ab096493a37cc56ce2519a4c5cb87aafeed65dadcdbcbc34defc75c", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9508, "seed": 20260921, "stamp": "2026-09-28T11:56:28Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "34f4066062175b70b87d8fd7b2f00337e29a272948be077081e7cd483f164ddf", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.008599415554811574, "einstein": 0.008980126668056296, "hypatia": 0.10702838923036112, "ibn_sina": 0.8536188235172566, "sagan": 0.010191550843790715, "socrates": 0.011581694185723765}, "confidence": 0.6886153215230835}}, "usage": {"input_tokens": 645, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.008599415554811574, "einstein": 0.008980126668056296, "hypatia": 0.10702838923036112, "ibn_sina": 0.8536188235172566, "sagan": 0.010191550843790715, "socrates": 0.011581694185723765}, "confidence": 0.6886153215230835, "seconds": 9.577489046030678, "prompt_tokens": 645, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9577.489046030678, "done_reason": null, "id": "c-ibn_sina-01-starter-03", "uid": "c068", "task": "kc", "label": "ibn_sina", "text_sha256": "92a317e3024d7f5dbd04f4abe6e6b2dbc9a2b7b76aef5d19ef117adbe1abff1f", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9508, "seed": 20260921, "stamp": "2026-09-28T11:56:37Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "278ce52f1fb5806bd53426fc0d36fb0841720bd0af69b13c82171a1959ec2442", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.036131248773754614, "einstein": 0.022179442819133963, "hypatia": 0.03232115936595061, "ibn_sina": 0.8784819170476343, "sagan": 0.017780605307105898, "socrates": 0.013105626686420568}, "confidence": 0.7300725257441141}}, "usage": {"input_tokens": 617, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.036131248773754614, "einstein": 0.022179442819133963, "hypatia": 0.03232115936595061, "ibn_sina": 0.8784819170476343, "sagan": 0.017780605307105898, "socrates": 0.013105626686420568}, "confidence": 0.7300725257441141, "seconds": 8.836675775994081, "prompt_tokens": 617, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8836.675775994081, "done_reason": null, "id": "c-ibn_sina-01-starter-03", "uid": "c069", "task": "kc", "label": "ibn_sina", "text_sha256": "2b38a3ae73d841c463a00f9961952498fec58ca7e4a8afc6ad0d68d3f2da0891", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9508, "seed": 20260921, "stamp": "2026-09-28T11:56:46Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "1ccbf400ac8a33b8f58b4d0235d5d5224724fdf4a03d6c8009022a3d8edce728", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.005576554229084735, "einstein": 0.7498878512903544, "hypatia": 0.006478656597742052, "ibn_sina": 0.011549976682204465, "sagan": 0.22157032023997114, "socrates": 0.0049366409606432585}, "confidence": 0.5339872475893879}}, "usage": {"input_tokens": 647, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.005576554229084735, "einstein": 0.7498878512903544, "hypatia": 0.006478656597742052, "ibn_sina": 0.011549976682204465, "sagan": 0.22157032023997114, "socrates": 0.0049366409606432585}, "confidence": 0.5339872475893879, "seconds": 8.392963215999771, "prompt_tokens": 647, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8392.963215999771, "done_reason": null, "id": "c-ibn_sina-01-starter-03", "uid": "c070", "task": "kc", "label": "ibn_sina", "text_sha256": "e7fbfb77c803a1b49ac58c6a9838ff600043b6d05103c23e581b0222b199442d", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9508, "seed": 20260921, "stamp": "2026-09-28T11:56:54Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ead36546ab9734fefac1b80c3330c225213caa33b146a86d9dab333bbe6d478c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.00917316886549123, "einstein": 0.009901833577473746, "hypatia": 0.43940959463030427, "ibn_sina": 0.47845245356045585, "sagan": 0.028377331382819608, "socrates": 0.03468561798345533}, "confidence": 0.30902572064526856}}, "usage": {"input_tokens": 599, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.00917316886549123, "einstein": 0.009901833577473746, "hypatia": 0.43940959463030427, "ibn_sina": 0.47845245356045585, "sagan": 0.028377331382819608, "socrates": 0.03468561798345533}, "confidence": 0.30902572064526856, "seconds": 8.061206904007122, "prompt_tokens": 599, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8061.206904007122, "done_reason": null, "id": "c-ibn_sina-01-starter-03", "uid": "c071", "task": "kc", "label": "ibn_sina", "text_sha256": "75fffc308492668b7b9b1c55a6949b5364b630213ba04b50c512ebe89e45e583", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9508, "seed": 20260921, "stamp": "2026-09-28T11:57:02Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "66aa66c272b747d081a054700b83be9e3bd9d52d659c476b286362026ac9636f", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.015538950499192914, "einstein": 0.3668183855638532, "hypatia": 0.010156930941356558, "ibn_sina": 0.009344844741054965, "sagan": 0.5757949050841245, "socrates": 0.022345983170417808}, "confidence": 0.3604321504292301}}, "usage": {"input_tokens": 709, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.015538950499192914, "einstein": 0.3668183855638532, "hypatia": 0.010156930941356558, "ibn_sina": 0.009344844741054965, "sagan": 0.5757949050841245, "socrates": 0.022345983170417808}, "confidence": 0.3604321504292301, "seconds": 9.142850637959782, "prompt_tokens": 709, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9142.850637959782, "done_reason": null, "id": "c-sagan-01-dessert-01", "uid": "c072", "task": "kc", "label": "sagan", "text_sha256": "17954c8ac9ae5c7fedfad2b26338572afca1063b99a1e52048925e9d52e43d38", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9528, "seed": 20260921, "stamp": "2026-09-28T11:57:12Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "985b8f250ac5989de5ec078b274393d5d7d4a02955eaad8be4423d5426ec6549", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.03765507509889896, "einstein": 0.02543366481133975, "hypatia": 0.007020038758677587, "ibn_sina": 0.00988951617685039, "sagan": 0.897024988691288, "socrates": 0.02297671646294531}, "confidence": 0.7688723431562184}}, "usage": {"input_tokens": 523, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.03765507509889896, "einstein": 0.02543366481133975, "hypatia": 0.007020038758677587, "ibn_sina": 0.00988951617685039, "sagan": 0.897024988691288, "socrates": 0.02297671646294531}, "confidence": 0.7688723431562184, "seconds": 7.044339047977701, "prompt_tokens": 523, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7044.339047977701, "done_reason": null, "id": "c-sagan-01-dessert-01", "uid": "c073", "task": "kc", "label": "sagan", "text_sha256": "af4421e88e6f7cc45a04171042c0ae408960b8d2dd13e1e0b67b4579a5dafe83", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9528, "seed": 20260921, "stamp": "2026-09-28T11:57:19Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "5ded00af7070527bfe7a3d8e16ee1bf2e306fa18d917c9c2a27b186fa4e3535d", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.012053352364216473, "einstein": 0.02598689028140199, "hypatia": 0.0221096376445837, "ibn_sina": 0.01813867707239597, "sagan": 0.8993814075150566, "socrates": 0.022330035122345285}, "confidence": 0.7732287953257053}}, "usage": {"input_tokens": 483, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.012053352364216473, "einstein": 0.02598689028140199, "hypatia": 0.0221096376445837, "ibn_sina": 0.01813867707239597, "sagan": 0.8993814075150566, "socrates": 0.022330035122345285}, "confidence": 0.7732287953257053, "seconds": 6.425168413028587, "prompt_tokens": 483, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6425.168413028587, "done_reason": null, "id": "c-sagan-01-dessert-01", "uid": "c074", "task": "kc", "label": "sagan", "text_sha256": "201a0135be6be1db753dcac7891bcbd6ebee66569e3359c08b3ee0a4105fd3fd", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9528, "seed": 20260921, "stamp": "2026-09-28T11:57:25Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "d7c43234b8433372fdf1337f8048ce306f6e3504c3cc8a7f19f1f7827196b61d", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.0035014424359675845, "einstein": 0.02839578009465067, "hypatia": 0.0034723208247496116, "ibn_sina": 0.0035016808906631215, "sagan": 0.9562987837182271, "socrates": 0.004829992035741933}, "confidence": 0.8984483101255745}}, "usage": {"input_tokens": 561, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.0035014424359675845, "einstein": 0.02839578009465067, "hypatia": 0.0034723208247496116, "ibn_sina": 0.0035016808906631215, "sagan": 0.9562987837182271, "socrates": 0.004829992035741933}, "confidence": 0.8984483101255745, "seconds": 7.517276494007092, "prompt_tokens": 561, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7517.276494007092, "done_reason": null, "id": "c-sagan-01-dessert-03", "uid": "c075", "task": "kc", "label": "sagan", "text_sha256": "b17461d357df5f854916b406f705dfee2535c04fe6e0ec22055fb868d847f9a2", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9528, "seed": 20260921, "stamp": "2026-09-28T11:57:33Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "16b9030c5ff61c8c38b3d8bfb022c702ef1463fba62f7e7ee16a0d11f701bcac", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.011331631138893291, "einstein": 0.08934008921649172, "hypatia": 0.008919468296565229, "ibn_sina": 0.023829173754520976, "sagan": 0.8479114530692675, "socrates": 0.0186681845242614}, "confidence": 0.6736717326417565}}, "usage": {"input_tokens": 721, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.011331631138893291, "einstein": 0.08934008921649172, "hypatia": 0.008919468296565229, "ibn_sina": 0.023829173754520976, "sagan": 0.8479114530692675, "socrates": 0.0186681845242614}, "confidence": 0.6736717326417565, "seconds": 9.9236579349963, "prompt_tokens": 721, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9923.6579349963, "done_reason": null, "id": "c-sagan-01-dessert-03", "uid": "c076", "task": "kc", "label": "sagan", "text_sha256": "0a559d120c34e49e361afce6d91c183b88fe89ed3166d332e2a0801f986305ea", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9553, "seed": 20260921, "stamp": "2026-09-28T11:57:43Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "6986af98fe6017d32e0ca28fc0acdaa56fd3a5c9618bb0433d6664286443c39a", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.015827803786202188, "einstein": 0.009772196098123924, "hypatia": 0.05065577948559288, "ibn_sina": 0.06401786412683681, "sagan": 0.7993157617476435, "socrates": 0.060410594755600636}, "confidence": 0.579478524458645}}, "usage": {"input_tokens": 565, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.015827803786202188, "einstein": 0.009772196098123924, "hypatia": 0.05065577948559288, "ibn_sina": 0.06401786412683681, "sagan": 0.7993157617476435, "socrates": 0.060410594755600636}, "confidence": 0.579478524458645, "seconds": 8.560711514030118, "prompt_tokens": 565, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8560.711514030118, "done_reason": null, "id": "c-sagan-01-dessert-03", "uid": "c077", "task": "kc", "label": "sagan", "text_sha256": "0a4333ec1c14f2d7026dd16373b6b7f5850ff30627e3985ba2719899cee3426f", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9553, "seed": 20260921, "stamp": "2026-09-28T11:57:51Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "2b2181d544052beef5cbba60e7b4b98d112d0681cb2435766207b405755d7541", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.01093852954648816, "einstein": 0.019047123821668722, "hypatia": 0.004185510668579133, "ibn_sina": 0.005231651961597064, "sagan": 0.9542021395872906, "socrates": 0.00639504441437631}, "confidence": 0.8932839433868157}}, "usage": {"input_tokens": 625, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.01093852954648816, "einstein": 0.019047123821668722, "hypatia": 0.004185510668579133, "ibn_sina": 0.005231651961597064, "sagan": 0.9542021395872906, "socrates": 0.00639504441437631}, "confidence": 0.8932839433868157, "seconds": 8.635414624004625, "prompt_tokens": 625, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8635.414624004625, "done_reason": null, "id": "c-sagan-01-dessert-03", "uid": "c078", "task": "kc", "label": "sagan", "text_sha256": "4adaea24337f52c5fd58eb48284a3be16efee7fd902865cb45b5695012a24e94", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9553, "seed": 20260921, "stamp": "2026-09-28T11:58:00Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "fdf1072fd4e4239b84c8e15f11a2561f2bee8da5077fc190be78e7927dc93520", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.08768299280877632, "einstein": 0.03369113666260111, "hypatia": 0.015224714711128642, "ibn_sina": 0.014064113346261646, "sagan": 0.7806080035578358, "socrates": 0.0687290389133965}, "confidence": 0.5479906325779398}}, "usage": {"input_tokens": 697, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.08768299280877632, "einstein": 0.03369113666260111, "hypatia": 0.015224714711128642, "ibn_sina": 0.014064113346261646, "sagan": 0.7806080035578358, "socrates": 0.0687290389133965}, "confidence": 0.5479906325779398, "seconds": 10.243952471006196, "prompt_tokens": 697, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10243.952471006196, "done_reason": null, "id": "c-sagan-01-dessert-03", "uid": "c079", "task": "kc", "label": "sagan", "text_sha256": "8c630a6e410940f6d22264df1640a7a2f0f4fe19eccbd45cbb1a2fee09efa8c2", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9553, "seed": 20260921, "stamp": "2026-09-28T11:58:10Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "140f7548b8252bf789cc148366539da6583381dee3acb3f73e59965718c98631", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.017795708015425713, "einstein": 0.0527269479517543, "hypatia": 0.02337527427335783, "ibn_sina": 0.014985308629409297, "sagan": 0.8607806210480549, "socrates": 0.030336140081998062}, "confidence": 0.6948776081837202}}, "usage": {"input_tokens": 573, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.017795708015425713, "einstein": 0.0527269479517543, "hypatia": 0.02337527427335783, "ibn_sina": 0.014985308629409297, "sagan": 0.8607806210480549, "socrates": 0.030336140081998062}, "confidence": 0.6948776081837202, "seconds": 7.801782610011287, "prompt_tokens": 573, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7801.782610011287, "done_reason": null, "id": "c-sagan-01-main-01", "uid": "c080", "task": "kc", "label": "sagan", "text_sha256": "70f507eb1365d078f2ec073a7217f16108c3aa295d0f6f410b17376071934378", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9553, "seed": 20260921, "stamp": "2026-09-28T11:58:18Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "365b36330a3df72c922382a9becff934f9afb952987aa40279f69f09eb7898a3", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.010764665759405285, "einstein": 0.1633937655402099, "hypatia": 0.006979833145031821, "ibn_sina": 0.007899475901379013, "sagan": 0.7933578031882964, "socrates": 0.017604456465677463}, "confidence": 0.5879812494445374}}, "usage": {"input_tokens": 637, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.010764665759405285, "einstein": 0.1633937655402099, "hypatia": 0.006979833145031821, "ibn_sina": 0.007899475901379013, "sagan": 0.7933578031882964, "socrates": 0.017604456465677463}, "confidence": 0.5879812494445374, "seconds": 8.433345380995888, "prompt_tokens": 637, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8433.345380995888, "done_reason": null, "id": "c-sagan-01-main-02", "uid": "c081", "task": "kc", "label": "sagan", "text_sha256": "26c9cc6cd1f5dfbf4575a10bfddada00c88453f4871b30ab1fc5c9322fa24311", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9553, "seed": 20260921, "stamp": "2026-09-28T11:58:26Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "dafefa8a14e06a9ddc266dbf3d063c14fef94ec25b3599ce335c518cc3b141fc", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.031509315466936014, "einstein": 0.8182179099950887, "hypatia": 0.030841658990540498, "ibn_sina": 0.024579957590823293, "sagan": 0.05540763432394709, "socrates": 0.03944352363266439}, "confidence": 0.611985477928382}}, "usage": {"input_tokens": 537, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.031509315466936014, "einstein": 0.8182179099950887, "hypatia": 0.030841658990540498, "ibn_sina": 0.024579957590823293, "sagan": 0.05540763432394709, "socrates": 0.03944352363266439}, "confidence": 0.611985477928382, "seconds": 7.258657273021527, "prompt_tokens": 537, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7258.657273021527, "done_reason": null, "id": "c-sagan-01-main-02", "uid": "c082", "task": "kc", "label": "sagan", "text_sha256": "090da8cbfb7483c7bf328f01ab049ab77c06781715061f8708fd5d7b7edf51bc", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9553, "seed": 20260921, "stamp": "2026-09-28T11:58:33Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "8f499288921bc7087ba6d4545f39cd67a4d51e8c55324c97852bc84f7e6cdcad", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.014107600329171585, "einstein": 0.15415380089538525, "hypatia": 0.010973308965112442, "ibn_sina": 0.020487192413766918, "sagan": 0.7878978316505925, "socrates": 0.012380265745971349}, "confidence": 0.5745265856557966}}, "usage": {"input_tokens": 703, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.014107600329171585, "einstein": 0.15415380089538525, "hypatia": 0.010973308965112442, "ibn_sina": 0.020487192413766918, "sagan": 0.7878978316505925, "socrates": 0.012380265745971349}, "confidence": 0.5745265856557966, "seconds": 9.337277528014965, "prompt_tokens": 703, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9337.277528014965, "done_reason": null, "id": "c-sagan-01-main-03", "uid": "c083", "task": "kc", "label": "sagan", "text_sha256": "4ff2c7c47e30b6204ebc63d53fa463e60b4fc427332819e30a966cd466e5cf29", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9555, "seed": 20260921, "stamp": "2026-09-28T11:58:43Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "6fff42902f8b1b0e2028d0c6ecb1f95991fbdaf15e78d7d0fbaeb93b8ad7e726", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.04566917710316937, "einstein": 0.04875849767884454, "hypatia": 0.03904791690769153, "ibn_sina": 0.024640416145734166, "sagan": 0.7955752544561904, "socrates": 0.04630873770836994}, "confidence": 0.5700153273364219}}, "usage": {"input_tokens": 701, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.04566917710316937, "einstein": 0.04875849767884454, "hypatia": 0.03904791690769153, "ibn_sina": 0.024640416145734166, "sagan": 0.7955752544561904, "socrates": 0.04630873770836994}, "confidence": 0.5700153273364219, "seconds": 10.173996459983755, "prompt_tokens": 701, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 10173.996459983755, "done_reason": null, "id": "c-sagan-01-main-03", "uid": "c084", "task": "kc", "label": "sagan", "text_sha256": "75fd209542847cbf68001d0bfbdc0906a9af020a3cae869a8c521fa0d7733d54", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9555, "seed": 20260921, "stamp": "2026-09-28T11:58:53Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "895034ce1c9e079d133fa61f105a7d7186e0ba55df1f35ec288f4512b472d655", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.009487296321698027, "einstein": 0.023151801161258763, "hypatia": 0.011967197842988359, "ibn_sina": 0.01807273010137543, "sagan": 0.918545127000651, "socrates": 0.018775847572028374}, "confidence": 0.8142082418496722}}, "usage": {"input_tokens": 473, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.009487296321698027, "einstein": 0.023151801161258763, "hypatia": 0.011967197842988359, "ibn_sina": 0.01807273010137543, "sagan": 0.918545127000651, "socrates": 0.018775847572028374}, "confidence": 0.8142082418496722, "seconds": 6.506209681974724, "prompt_tokens": 473, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6506.209681974724, "done_reason": null, "id": "c-sagan-01-starter-01", "uid": "c085", "task": "kc", "label": "sagan", "text_sha256": "75430e1e6218b85b7b5a24b15accfed19fcb961b965741f729b8451ae554e6c3", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9555, "seed": 20260921, "stamp": "2026-09-28T11:58:59Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "30c7304be2a27ed3b3947ee0a061c75bc066da90f34275c77e6af9df4ea31263", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.017820899414389402, "einstein": 0.0753476567287859, "hypatia": 0.011126401058668281, "ibn_sina": 0.012789670019654014, "sagan": 0.8668300639123201, "socrates": 0.016085308866182355}, "confidence": 0.709522387784493}}, "usage": {"input_tokens": 713, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.017820899414389402, "einstein": 0.0753476567287859, "hypatia": 0.011126401058668281, "ibn_sina": 0.012789670019654014, "sagan": 0.8668300639123201, "socrates": 0.016085308866182355}, "confidence": 0.709522387784493, "seconds": 9.562579741992522, "prompt_tokens": 713, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9562.579741992522, "done_reason": null, "id": "c-sagan-01-starter-02", "uid": "c086", "task": "kc", "label": "sagan", "text_sha256": "75df625f87a54ffae2b7b0cdadfa23d16456e82b7c6e3d061a0358a590f5043f", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9564, "seed": 20260921, "stamp": "2026-09-28T11:59:09Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "dc947051091fa4aa147b9543cf9fbe8970fe11bf085718543ba9583ec117426a", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.009307990750315721, "einstein": 0.052030449512610454, "hypatia": 0.014428535529216906, "ibn_sina": 0.007402743251039883, "sagan": 0.9041120380380334, "socrates": 0.012718242918783599}, "confidence": 0.7847645447700142}}, "usage": {"input_tokens": 493, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.009307990750315721, "einstein": 0.052030449512610454, "hypatia": 0.014428535529216906, "ibn_sina": 0.007402743251039883, "sagan": 0.9041120380380334, "socrates": 0.012718242918783599}, "confidence": 0.7847645447700142, "seconds": 6.785650158999488, "prompt_tokens": 493, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6785.650158999488, "done_reason": null, "id": "c-sagan-01-starter-02", "uid": "c087", "task": "kc", "label": "sagan", "text_sha256": "f37ad2a441d669b186a45bde189d7d209f5077324c7b15113285fce54185d55b", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9564, "seed": 20260921, "stamp": "2026-09-28T11:59:16Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ad9c564a4063a18ea249262eb0f3a4cc43a639316ae92fe79784687d6575409f", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "darwin", "probabilities": {"darwin": 0.8360745017019839, "einstein": 0.025224834876629663, "hypatia": 0.006425607645725709, "ibn_sina": 0.02132791878188827, "sagan": 0.102120081838404, "socrates": 0.008827055155368408}, "confidence": 0.6527913535136269}}, "usage": {"input_tokens": 511, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "darwin", "probs": {"darwin": 0.8360745017019839, "einstein": 0.025224834876629663, "hypatia": 0.006425607645725709, "ibn_sina": 0.02132791878188827, "sagan": 0.102120081838404, "socrates": 0.008827055155368408}, "confidence": 0.6527913535136269, "seconds": 7.33116531802807, "prompt_tokens": 511, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7331.16531802807, "done_reason": null, "id": "c-sagan-01-starter-03", "uid": "c088", "task": "kc", "label": "sagan", "text_sha256": "36439125e5a22ecbd8e1ade7eb23aeea2e65ec5efd46bd993882d91dd00c6cf1", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9564, "seed": 20260921, "stamp": "2026-09-28T11:59:23Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "d5a506422f5cb8f1f1acbdb898efea3980d97e1926e0008e68ee1e8e095eaf1f", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "einstein", "probabilities": {"darwin": 0.072528757798094, "einstein": 0.8338949623363401, "hypatia": 0.007150718673465254, "ibn_sina": 0.010412207782188742, "sagan": 0.053619304206927704, "socrates": 0.022394049202984177}, "confidence": 0.6450127587873375}}, "usage": {"input_tokens": 615, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "einstein", "probs": {"darwin": 0.072528757798094, "einstein": 0.8338949623363401, "hypatia": 0.007150718673465254, "ibn_sina": 0.010412207782188742, "sagan": 0.053619304206927704, "socrates": 0.022394049202984177}, "confidence": 0.6450127587873375, "seconds": 9.51206129702041, "prompt_tokens": 615, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9512.06129702041, "done_reason": null, "id": "c-sagan-01-starter-03", "uid": "c089", "task": "kc", "label": "sagan", "text_sha256": "b82156a1523f861c6acec464a68044a0347260585b05e3d579f9d1bb6d3e1883", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9564, "seed": 20260921, "stamp": "2026-09-28T11:59:33Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "b5054215dae25e7dd6ed0d26aa4f538ffbc9f90176e00fecd90f25354f4f77ee", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.01960220871301109, "einstein": 0.028091327532951998, "hypatia": 0.042322179674486635, "ibn_sina": 0.10067103839036234, "sagan": 0.028851160664553923, "socrates": 0.780462085024634}, "confidence": 0.5476631797176117}}, "usage": {"input_tokens": 723, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.01960220871301109, "einstein": 0.028091327532951998, "hypatia": 0.042322179674486635, "ibn_sina": 0.10067103839036234, "sagan": 0.028851160664553923, "socrates": 0.780462085024634}, "confidence": 0.5476631797176117, "seconds": 11.326041615975555, "prompt_tokens": 723, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 11326.041615975555, "done_reason": null, "id": "c-socrates-01-dessert-01", "uid": "c090", "task": "kc", "label": "socrates", "text_sha256": "b63520cf2b49ef5a68364a7ce70d03329569ecdd3852bcdf74b6daa63c3968bf", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9582, "seed": 20260921, "stamp": "2026-09-28T11:59:44Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "42e356c1a5a738bdceafa36690a1ba81cb1f60c2454be3eeb7763dc8bc966512", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.015746342185730657, "einstein": 0.01588982980338255, "hypatia": 0.015746342185730657, "ibn_sina": 0.01607528457719803, "sagan": 0.03225096280294827, "socrates": 0.9042912384450098}, "confidence": 0.7837474774960065}}, "usage": {"input_tokens": 489, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.015746342185730657, "einstein": 0.01588982980338255, "hypatia": 0.015746342185730657, "ibn_sina": 0.01607528457719803, "sagan": 0.03225096280294827, "socrates": 0.9042912384450098}, "confidence": 0.7837474774960065, "seconds": 8.080119123973418, "prompt_tokens": 489, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8080.119123973418, "done_reason": null, "id": "c-socrates-01-dessert-01", "uid": "c091", "task": "kc", "label": "socrates", "text_sha256": "f537b42e13f651d15d8bcfb648d10c7339118d0af15ef233f9a4976b21b55185", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9582, "seed": 20260921, "stamp": "2026-09-28T11:59:52Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "67dcb6aab5956e3345ea02d36dd1493202dd845c88aa2d1ddf5c08d569e9e261", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.25411841029747756, "einstein": 0.08404700217705446, "hypatia": 0.07258673923450445, "ibn_sina": 0.13851162528855193, "sagan": 0.0993818218660367, "socrates": 0.35135440113637484}, "confidence": 0.07530523815418526}}, "usage": {"input_tokens": 625, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.25411841029747756, "einstein": 0.08404700217705446, "hypatia": 0.07258673923450445, "ibn_sina": 0.13851162528855193, "sagan": 0.0993818218660367, "socrates": 0.35135440113637484}, "confidence": 0.07530523815418526, "seconds": 9.67454724496929, "prompt_tokens": 625, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9674.54724496929, "done_reason": null, "id": "c-socrates-01-dessert-01", "uid": "c092", "task": "kc", "label": "socrates", "text_sha256": "58f8bc29dfc873fb65ccddb7a73ce568f962dc7f1f25e88e12dd0b0798caf239", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9582, "seed": 20260921, "stamp": "2026-09-28T12:00:02Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "14b0361f2a076d27818b3a17225e24173e6c36324e06c05946a2103c8059563e", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "sagan", "probabilities": {"darwin": 0.022256844020072757, "einstein": 0.13344254845462597, "hypatia": 0.027453751779246242, "ibn_sina": 0.1757110304891362, "sagan": 0.5796366990101398, "socrates": 0.06149912624677899}, "confidence": 0.26762944112151804}}, "usage": {"input_tokens": 593, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "sagan", "probs": {"darwin": 0.022256844020072757, "einstein": 0.13344254845462597, "hypatia": 0.027453751779246242, "ibn_sina": 0.1757110304891362, "sagan": 0.5796366990101398, "socrates": 0.06149912624677899}, "confidence": 0.26762944112151804, "seconds": 9.41674721299205, "prompt_tokens": 593, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9416.74721299205, "done_reason": null, "id": "c-socrates-01-dessert-02", "uid": "c093", "task": "kc", "label": "socrates", "text_sha256": "6b8746afe3db64759c4fe8e62f4167572b8707c6e0af2a303917c790e0107cf7", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9582, "seed": 20260921, "stamp": "2026-09-28T12:00:11Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "d60dfdc0fb4ca19c34bc1382c9dd3b8883127f3d35673599556ccf58a577cec6", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.00791408826996837, "einstein": 0.007224567927601896, "hypatia": 0.007543886315553871, "ibn_sina": 0.006429432759429073, "sagan": 0.009783297172880918, "socrates": 0.9611047275545659}, "confidence": 0.9088373022790535}}, "usage": {"input_tokens": 653, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.00791408826996837, "einstein": 0.007224567927601896, "hypatia": 0.007543886315553871, "ibn_sina": 0.006429432759429073, "sagan": 0.009783297172880918, "socrates": 0.9611047275545659}, "confidence": 0.9088373022790535, "seconds": 9.304262563004158, "prompt_tokens": 653, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9304.262563004158, "done_reason": null, "id": "c-socrates-01-dessert-02", "uid": "c094", "task": "kc", "label": "socrates", "text_sha256": "91e20cb4e96bf48056541da6446b16d67d78651938fceace8dbfebd07fb6d458", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9582, "seed": 20260921, "stamp": "2026-09-28T12:00:20Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "1926d0b3635e02750addb5db2c1806192a7739954e8245ae4a55fa4e482c4191", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.009469889985899697, "einstein": 0.01442442112070904, "hypatia": 0.04665270343154264, "ibn_sina": 0.011166702958570694, "sagan": 0.009896789459249928, "socrates": 0.908389493044028}, "confidence": 0.7934419962974033}}, "usage": {"input_tokens": 511, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.009469889985899697, "einstein": 0.01442442112070904, "hypatia": 0.04665270343154264, "ibn_sina": 0.011166702958570694, "sagan": 0.009896789459249928, "socrates": 0.908389493044028}, "confidence": 0.7934419962974033, "seconds": 6.897563927981537, "prompt_tokens": 511, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6897.563927981537, "done_reason": null, "id": "c-socrates-01-dessert-02", "uid": "c095", "task": "kc", "label": "socrates", "text_sha256": "9ffa8e8f85216a9cb308e9ac582dff3a3bef39e1d20109b23060822860780631", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9582, "seed": 20260921, "stamp": "2026-09-28T12:00:27Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "d89193cb5dc2ab9536b637ce578af9ac6c54d6ee49f7dab2728098cc245c3b79", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.04441166897937838, "einstein": 0.0401104569161968, "hypatia": 0.005451306435922315, "ibn_sina": 0.010092822550478577, "sagan": 0.017370605998992747, "socrates": 0.8825631391190313}, "confidence": 0.7395187112666374}}, "usage": {"input_tokens": 553, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.04441166897937838, "einstein": 0.0401104569161968, "hypatia": 0.005451306435922315, "ibn_sina": 0.010092822550478577, "sagan": 0.017370605998992747, "socrates": 0.8825631391190313}, "confidence": 0.7395187112666374, "seconds": 7.481005089008249, "prompt_tokens": 553, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7481.005089008249, "done_reason": null, "id": "c-socrates-01-main-01", "uid": "c096", "task": "kc", "label": "socrates", "text_sha256": "cdd1c49d12c260c7ebc9e05cb7f856333784a272c361416de516f780ca99b563", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9582, "seed": 20260921, "stamp": "2026-09-28T12:00:35Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "b1bf9094b8e8971fa3e29b32555834ffa5d0e33970229230c1b2ce4615d93c8d", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.02950016769214058, "einstein": 0.015926275530864755, "hypatia": 0.011506321256396331, "ibn_sina": 0.04084982130567031, "sagan": 0.006007082388728555, "socrates": 0.8962103318261996}, "confidence": 0.7673848640638742}}, "usage": {"input_tokens": 695, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.02950016769214058, "einstein": 0.015926275530864755, "hypatia": 0.011506321256396331, "ibn_sina": 0.04084982130567031, "sagan": 0.006007082388728555, "socrates": 0.8962103318261996}, "confidence": 0.7673848640638742, "seconds": 9.523151539033279, "prompt_tokens": 695, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9523.151539033279, "done_reason": null, "id": "c-socrates-01-main-02", "uid": "c097", "task": "kc", "label": "socrates", "text_sha256": "cde59da3738cd9a8fe6df261efdaf3a4456b8bc09d08411d3000ce3a29c83b5b", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:00:44Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "7b3f225227115a726e53cd581c75470b8f94abde5ff45d86102ab8830a619d53", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.09177294232826212, "einstein": 0.10098635527745783, "hypatia": 0.04490777615090308, "ibn_sina": 0.4634129251045955, "sagan": 0.07557263343373623, "socrates": 0.2233473677050453}, "confidence": 0.14918084079221333}}, "usage": {"input_tokens": 501, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.09177294232826212, "einstein": 0.10098635527745783, "hypatia": 0.04490777615090308, "ibn_sina": 0.4634129251045955, "sagan": 0.07557263343373623, "socrates": 0.2233473677050453}, "confidence": 0.14918084079221333, "seconds": 7.719465385947842, "prompt_tokens": 501, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7719.465385947842, "done_reason": null, "id": "c-socrates-01-main-02", "uid": "c098", "task": "kc", "label": "socrates", "text_sha256": "7fcce46b50361f48ee0b98a7e17832e9023126cbeccd0326a9cbb0727f43f7ad", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:00:52Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "d88cd71424f272ecebd6dd7042e2a710895408bec112faac2f21b945c91ab755", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.00580782072356033, "einstein": 0.006608895647495042, "hypatia": 0.03277966125420878, "ibn_sina": 0.013284656465941042, "sagan": 0.008206347569813926, "socrates": 0.9333126183389809}, "confidence": 0.8469618211165553}}, "usage": {"input_tokens": 641, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.00580782072356033, "einstein": 0.006608895647495042, "hypatia": 0.03277966125420878, "ibn_sina": 0.013284656465941042, "sagan": 0.008206347569813926, "socrates": 0.9333126183389809}, "confidence": 0.8469618211165553, "seconds": 9.992041667981539, "prompt_tokens": 641, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9992.041667981539, "done_reason": null, "id": "c-socrates-01-main-02", "uid": "c099", "task": "kc", "label": "socrates", "text_sha256": "31b2c0bd67cd1c668ff7fbd043e45eec1df05d027787b72b24c896f2ef174f72", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:01:02Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "b3912f0c41f0fc5f8ba5bebb9305b5cb081aa57d59147bf2e054b9e3c92505e2", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "ibn_sina", "probabilities": {"darwin": 0.0668084066427634, "einstein": 0.09611923756357513, "hypatia": 0.04118923360912143, "ibn_sina": 0.591540882198998, "sagan": 0.1075073009021668, "socrates": 0.09683493908337536}, "confidence": 0.26350511737668814}}, "usage": {"input_tokens": 503, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "ibn_sina", "probs": {"darwin": 0.0668084066427634, "einstein": 0.09611923756357513, "hypatia": 0.04118923360912143, "ibn_sina": 0.591540882198998, "sagan": 0.1075073009021668, "socrates": 0.09683493908337536}, "confidence": 0.26350511737668814, "seconds": 7.627008568961173, "prompt_tokens": 503, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7627.008568961173, "done_reason": null, "id": "c-socrates-01-main-02", "uid": "c100", "task": "kc", "label": "socrates", "text_sha256": "16c378fcf97035a1f0d659bd939e505f9e11f421fe386b8d29c5bed28d5fb98c", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:01:10Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "087772a504abc6edd03a515893d7186b659ed1ce62bcdf63c6380c519110815b", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.010155615016554854, "einstein": 0.010337839484700084, "hypatia": 0.24281445685970293, "ibn_sina": 0.03007538846612417, "sagan": 0.11632381778586641, "socrates": 0.5902928823870517}, "confidence": 0.3064603773689557}}, "usage": {"input_tokens": 587, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.010155615016554854, "einstein": 0.010337839484700084, "hypatia": 0.24281445685970293, "ibn_sina": 0.03007538846612417, "sagan": 0.11632381778586641, "socrates": 0.5902928823870517}, "confidence": 0.3064603773689557, "seconds": 9.30116606602678, "prompt_tokens": 587, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9301.16606602678, "done_reason": null, "id": "c-socrates-01-main-03", "uid": "c101", "task": "kc", "label": "socrates", "text_sha256": "3f15b462d9b469045459958c57da06ec95d9f700f24d9477fff5a9b50ddd72aa", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:01:19Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "da39a310f76af967598a18569427bb9a79c40e6c5d35b8fd761b829c3d14d3fb", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.01654059561079896, "einstein": 0.012931052146475431, "hypatia": 0.014477785444023998, "ibn_sina": 0.0894358026936314, "sagan": 0.012381979525939429, "socrates": 0.8542327845791308}, "confidence": 0.6862193633852662}}, "usage": {"input_tokens": 663, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.01654059561079896, "einstein": 0.012931052146475431, "hypatia": 0.014477785444023998, "ibn_sina": 0.0894358026936314, "sagan": 0.012381979525939429, "socrates": 0.8542327845791308}, "confidence": 0.6862193633852662, "seconds": 8.7046929160133, "prompt_tokens": 663, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 8704.6929160133, "done_reason": null, "id": "c-socrates-01-main-03", "uid": "c102", "task": "kc", "label": "socrates", "text_sha256": "90e4b3b6a658a07636bbe827abfb381f93c6fb195ffd5ef085bf583f55af1d74", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:01:28Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "ff6d1510cc4a9f868606a4497f9e4eb74877e054bdde5bac5ba03a41f299221c", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.006985577292826929, "einstein": 0.005101648922409451, "hypatia": 0.02875437683399273, "ibn_sina": 0.035206520266313344, "sagan": 0.008500122889956725, "socrates": 0.9154517537945008}, "confidence": 0.8083183647793444}}, "usage": {"input_tokens": 441, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.006985577292826929, "einstein": 0.005101648922409451, "hypatia": 0.02875437683399273, "ibn_sina": 0.035206520266313344, "sagan": 0.008500122889956725, "socrates": 0.9154517537945008}, "confidence": 0.8083183647793444, "seconds": 6.03517104499042, "prompt_tokens": 441, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 6035.17104499042, "done_reason": null, "id": "c-socrates-01-starter-01", "uid": "c103", "task": "kc", "label": "socrates", "text_sha256": "ce1f75337ffdd8f1d3134667d490376cc578923171abcb75d93c58afae704de3", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:01:34Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "caa5afacee5ba562467873a4832b48d03710f29e44cf8989baea421877ce095d", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.0034477663062167695, "einstein": 0.004004528727392775, "hypatia": 0.026463556301784694, "ibn_sina": 0.008222388435893674, "sagan": 0.0048281828146478365, "socrates": 0.9530335774140642}, "confidence": 0.8909105942254001}}, "usage": {"input_tokens": 537, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.0034477663062167695, "einstein": 0.004004528727392775, "hypatia": 0.026463556301784694, "ibn_sina": 0.008222388435893674, "sagan": 0.0048281828146478365, "socrates": 0.9530335774140642}, "confidence": 0.8909105942254001, "seconds": 7.852494375954848, "prompt_tokens": 537, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 7852.494375954848, "done_reason": null, "id": "c-socrates-01-starter-02", "uid": "c104", "task": "kc", "label": "socrates", "text_sha256": "d2544f4722f7953ab187db9c08752f507f9e7bd525b074e990730d32763f93b0", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:01:42Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "b85349448634763b9f05d811ce1c6f89af68fc4dc67dea4417ef46bb2e66e79f", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.03608459887711211, "einstein": 0.23120234775180137, "hypatia": 0.005659378520622458, "ibn_sina": 0.042988617626714826, "sagan": 0.012687400404493409, "socrates": 0.6713776568192559}, "confidence": 0.4090547222774812}}, "usage": {"input_tokens": 577, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.03608459887711211, "einstein": 0.23120234775180137, "hypatia": 0.005659378520622458, "ibn_sina": 0.042988617626714826, "sagan": 0.012687400404493409, "socrates": 0.6713776568192559}, "confidence": 0.4090547222774812, "seconds": 9.471904192003421, "prompt_tokens": 577, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9471.904192003421, "done_reason": null, "id": "c-socrates-01-starter-03", "uid": "c105", "task": "kc", "label": "socrates", "text_sha256": "76bd6a400f7300d59d745ae87514d123122ad9184a8cbf280deb317001c2365e", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:01:51Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "4de53544ee23e1e93fd3d21ab2a5290ccc1d0e8d4141479fccab952a097e4269", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.011730025230234397, "einstein": 0.01803224668047071, "hypatia": 0.00453082274738167, "ibn_sina": 0.006539832322571571, "sagan": 0.011130576626085072, "socrates": 0.9480364963932566}, "confidence": 0.879307769684144}}, "usage": {"input_tokens": 615, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.011730025230234397, "einstein": 0.01803224668047071, "hypatia": 0.00453082274738167, "ibn_sina": 0.006539832322571571, "sagan": 0.011130576626085072, "socrates": 0.9480364963932566}, "confidence": 0.879307769684144, "seconds": 9.25609339599032, "prompt_tokens": 615, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9256.09339599032, "done_reason": null, "id": "c-socrates-01-starter-03", "uid": "c106", "task": "kc", "label": "socrates", "text_sha256": "62ebf3000b7bc1337e703d293f168f2fef0e77979b30055c111974f6d491f990", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:02:00Z", "dry": false, "prompt_sha256_matches_kev9b": true} {"mode": "kev-choice", "prompt_sha256": "0f756818bdff4088317d34f8aedc6ab0883679e7961bf2faa0d0a75e163f2296", "n_options": 6, "kev_response": {"model": "Qwen/Qwen3.5-4B", "answers": {"q": {"type": "choice", "choice": "socrates", "probabilities": {"darwin": 0.004624931563354693, "einstein": 0.033946871337647525, "hypatia": 0.00462149371467077, "ibn_sina": 0.047951780379519075, "sagan": 0.007677418241932096, "socrates": 0.9011775047628758}, "confidence": 0.7788092192233667}}, "usage": {"input_tokens": 561, "output_tokens": 0, "cached_input_tokens": 81}}, "choice": "socrates", "probs": {"darwin": 0.004624931563354693, "einstein": 0.033946871337647525, "hypatia": 0.00462149371467077, "ibn_sina": 0.047951780379519075, "sagan": 0.007677418241932096, "socrates": 0.9011775047628758}, "confidence": 0.7788092192233667, "seconds": 9.250224613992032, "prompt_tokens": 561, "eval_tokens": 0, "server_latency_ms": null, "prompt_eval_ms": null, "total_ms": 9250.224613992032, "done_reason": null, "id": "c-socrates-01-starter-03", "uid": "c107", "task": "kc", "label": "socrates", "text_sha256": "d9b9706fa1986a4b001053dac8268bae4e0be7b3860099d80287a3aab18de4e2", "arm": "lev-4b-cpu", "model": "interfaze-ai/lev@f8ef7115 on Qwen/Qwen3.5-4B@851bf6e8", "quant": "bf16 backbone + LoRA r=32 (PEFT, unmerged) + mode-B head fp32; calibrated as served", "runtime": "lev 0.1.1 (git 0ea955f5aee0) in-process DecisionEngine.system_one, CPU", "box": "this laptop", "os": {"pretty_name": "Ubuntu 26.04.1 LTS", "id": "ubuntu", "version_id": "26.04", "kernel": "7.0.0-34-generic", "arch": "x86_64", "source": "/etc/os-release"}, "torch_threads": 8, "cpu_affinity": [0, 1, 2, 3, 4, 5, 6, 7], "rss_mb": 9591, "seed": 20260921, "stamp": "2026-09-28T12:02:10Z", "dry": false, "prompt_sha256_matches_kev9b": true}