{
  "schema": "s2s-bench-v1",
  "kind": "data-kit-index",
  "exhibit": "uncensored-models",
  "exhibit_title": "Uncensored models: what they are and how they work",
  "exhibit_url": "https://research.strata2signal.com/uncensored-models/",
  "published_utc": "2026-10-05",
  "licence": "CC BY 4.0",
  "licence_note": "CC BY 4.0 covers this workshop's tables and words. The file names, sizes, sha256 values, revisions and licence tags in them are what Hugging Face publishes about other people's repositories, recorded here as read.",
  "attribution": "strata→signal research, research.strata2signal.com",
  "contact": "hello@strata2signal.com",
  "run_id": "uncensored-models-provenance-reads-2026-10-02",
  "run_window_utc": {
    "reads_opened_utc": "2026-10-02T19:27:51Z",
    "reads_closed_utc": "2026-10-02T20:59:20Z",
    "kit_cut_utc": "2026-10-05",
    "note": "The window runs from the first API record read (the upload's GGUF repository, 19:27:51Z) to the re-read of the two full-precision repositories at their pinned revisions (20:59:20Z); each record's own read time is in pinned-revisions.json, and the licence table's thirteen rows were read at 20:28:28Z."
  },
  "card_class": "none: this page runs no model on any card; every figure in this kit is what Hugging Face publishes about a repository's files",
  "counting_rules": {
    "shard_census": "A shard is unchanged when its sha256 in the uploader's full-precision copy at revision e096800036ec equals the sha256 of the shard of the same name in Qwen's repository at revision de4b8e4d, and changed otherwise; all 131 of each are compared.",
    "quant_match": "Each of the upload's quant types is set beside the same-named quant type of other quantizers' copies; the difference is the other copy's total bytes less the upload's.",
    "licence_file_present": "yes when the repository's file list at the revision named carries a file named LICENSE, no otherwise."
  },
  "not_a_standard": "One upload, read from its published records on 2026-10-02. It says which files changed, not what changed inside them, and it measures no model.",
  "sanitisation": "Every file here was copied by one program (the hub repo's tools/kit_sanitise.py) under a rule table that rewrites nothing: nothing in the four files is private, so its one rule, the shelf's digest withholding, fired nowhere and every file is byte-identical to its source. provenance.json records that file by file, with each source's digest.",
  "files_note": "Stamped from the files themselves rather than authored: every row is the name, the byte count and the sha256 as they are on disk.",
  "file_count": 7,
  "files": [
    {
      "file": "licence-table.tsv",
      "bytes": 1244,
      "sha256": "3b16187591bb3c1f06984db6a7b4f30e6ea38db5a7ec163f47117fb27fa64b57",
      "role": "The licence table for thirteen repositories: repository, revision, the licence tag Hugging Face shows, and whether the repository ships a LICENSE file at that revision."
    },
    {
      "file": "pinned-revisions.json",
      "bytes": 48701,
      "sha256": "9e73d11cdfeec9e4afe18e31cc491dfdce0af5ab666b1ab51636120c57be54a8",
      "role": "The pinned revisions: for each of the six repositories a claim on the page rests on, its id and revision sha, and for each file a claim rests on (the 131 + 131 full-precision shards, the shared 54,400,261,312-byte shard as four listings publish it, and the vector under its two names) its name, bytes and sha256, as Hugging Face's API records published them, with when each record was read."
    },
    {
      "file": "quant-match-bytes.txt",
      "bytes": 5540,
      "sha256": "1ee621ee922d38cf06fc3bf72e221eae84c88d419148ee8830e0e39de28a92c7",
      "role": "The quant size matches: each of the upload's sixteen quant types with its total bytes, beside the quants of the unmodified model (and two requants of the uploader's full-precision copy) published by other quantizers, and the difference in bytes."
    },
    {
      "file": "shard-census-flash-next.json",
      "bytes": 4736,
      "sha256": "b53b4fc6c67d07ac38990ea13edde42a3e34888a52d0f8cf0f0e1a22a682fea7",
      "role": "The shard census by file name: \"same\" lists the 80 of the 131 shards of the uploader's full-precision copy whose sha256 equals Qwen's own at the pinned revisions, \"diff\" the 51 whose sha256 differs (at identical sizes)."
    }
  ]
}