{
  "schema": "s2s-bench-v1",
  "exhibit": "flash-next-why-the-first-word-comes-sooner",
  "dataset": "flash-next-strata-and-llama-cpp-2026-10-02",
  "generated_utc": "2026-10-13T16:46:15Z",
  "licence": "CC BY 4.0",
  "attribution": "strata→signal research, research.strata2signal.com",
  "contact": "hello@strata2signal.com",
  "what_this_is": "The records behind the exhibit *Why the first word comes sooner: the Strata engine and llama.cpp on Qwen3.8-Flash-Next, the full bench* (https://research.strata2signal.com/flash-next-why-the-first-word-comes-sooner/), which the short page *Qwen3.8-Flash-Next on an RTX 5090 laptop, an RTX PRO 6000 Blackwell and an RTX 3090 Ti* also reads: every speed row of the three cards with the model's text withheld, each attempt's run record, telemetry and engine files, the prompts every request carried, the client that defines the clock of record, the build scripts as they ran, the registration with its amendments, and the laptop bench's summary for the quality rows as counts.",
  "run_id": "flash-next-strata-and-llama-cpp-2026-10-02",
  "run_window_utc": {
    "laptop_opened_utc": "2026-10-02T20:53:28Z",
    "laptop_closed_utc": "2026-10-05T21:20:47Z",
    "laptop_refused_start_utc": "2026-10-09T12:04:50Z",
    "desktop_96gb_llama_cpp_opened_utc": "2026-10-06T07:38:08Z",
    "desktop_96gb_llama_cpp_closed_utc": "2026-10-06T07:45:02Z",
    "desktop_96gb_strata_opened_utc": "2026-10-07T07:38:21Z",
    "desktop_96gb_strata_closed_utc": "2026-10-07T07:40:57Z",
    "desktop_24gb_window_opened_utc": "2026-10-09T09:31:47Z",
    "desktop_24gb_window_closed_utc": "2026-10-09T10:51:44Z",
    "note": "Each attempt's own first and last status line, in UTC; the laptop's span runs from its first speed attempt (L-IQ3 a1) to its last (S-NEW a2), with the refused third S-NEW attempt beside it, and the 24 GB card's window from its first one-second line to its last."
  },
  "cut_by": {
    "tool": "tools/kit_sanitise.py",
    "how": "Every file below was COPIED from the bench's own record and then rewritten only by the named rules, applied in the order they are listed here, by one program. Nothing was edited by hand, nothing was reworded, and nothing was dropped from inside a file. `--check` re-derives every byte from the private record and refuses on a single byte of drift; `--fence` proves that no figure moved.",
    "rule_order": [
      "digest-withheld",
      "model-text-withheld",
      "port-withheld",
      "port-number-withheld",
      "unit-name-port-withheld",
      "bus-address-withheld",
      "log-stamp-example-withheld",
      "corpus-digest-withheld",
      "home-path-to-workshop",
      "card-name-to-public-id",
      "card-name-to-role-in-identifier",
      "card-name-to-role",
      "box-name-to-role-in-identifier",
      "box-name-to-role",
      "operator-name-to-role"
    ],
    "files_cut": 166
  },
  "sanitisation_rules": {
    "digest-withheld": "the withholding rule every kit cut by rule on this shelf has carried since 2026-09-29 (UTC): a sha256 the record itself printed — whole, shortened to its first 8 or more hex characters, or written head…tail — of a file as it stood BEFORE a rule below rewrote it, or of an earlier version of such a file, becomes the literal `withheld-2026-09-29`. Beside the rewritten copy, such a digest would check a guess at what a rule replaced. The digests are derived by this program from the private originals, never listed by hand. A digest of a file no rule touched is left as the record printed it.",
    "model-text-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-13` in its place. The model's own text: the head of each reply the harness kept in every speed row (`completion_head`) becomes the marker, inside its quotes. The reply's digest (`completion_sha256`) and every count and timing are untouched.",
    "port-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-13` in its place. A port a run picked on loopback, where a command line, a URL or a sentence prints it: the number after `--port` or after `127.0.0.1:`, in the row server's line that it reads free, and where a registration names the port in prose.",
    "port-number-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-13` in its place. The same ports where a JSON file holds one as a number (`\"port\": …`): the marker is written as a JSON string, in quotes, so the file still parses.",
    "unit-name-port-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-13` in its place. The port a service's unit name carries, where a registration names a service the computer kept running (`rerank-seat-` and then its port): the unit keeps its role, and the port, which says where the service listens, becomes the marker.",
    "bus-address-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-13` in its place. A card's PCI bus address (domain, bus, device and function, as nvidia-smi prints it, and the short form after the word `bus`, as a registration writes it): the logs tell the two desktop cards apart by their index and their name, and a bus address names a slot in one computer.",
    "log-stamp-example-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-13` in its place. The clock in one comment's example of another server's log stamp, which prints no zone.",
    "corpus-digest-withheld": "A rule here cuts a span by its shape, never by a value it holds, and writes `withheld-2026-10-13` in its place. The sha256 of the article corpus file the prompts were cut from, where the slices file and the prompt builder print it, whole or written head…tail: this shelf serves that corpus in another kit with digests withheld inside it by ruling, so the digest of the file as the bench vendored it would check a guess at what that kit withholds. The slices themselves, their digests and every prompt digest are untouched, and the 128,000-token slice ends before the first of the pages that ruling touched.",
    "home-path-to-workshop": "an absolute path into a private home directory becomes the neutral root /workshop. The rest of the path and every byte around it are unchanged; the account's name is a path segment here and leaves with the root.",
    "card-name-to-public-id": "the 24 GB desktop card's private name, where the window's arm ids and file names carry it, becomes the public id the page cites: R-S139-IQ3-24G, R-LS-IQ3-24G, R-LS-B11514-IQ3-24G.",
    "card-name-to-role-in-identifier": "a desktop card's private name inside an identifier (a folder's, a unit's, a row's or a telemetry column's name) becomes the role it played: `card24` for the 24 GB card and `card96` for the 96 GB card, and `24g` where it ends a row's name.",
    "card-name-to-role": "a desktop card's private name, in prose, becomes the card's place in that computer: the desktop's smaller card (the EVGA GeForce RTX 3090 Ti FTW3 Ultra, 24 GB) or the desktop's larger card (the RTX PRO 6000 Blackwell, 96 GB), and `LARGER-CARD` in capitals, where a stop rule's name carried it.",
    "box-name-to-role-in-identifier": "a computer's name inside an identifier (a folder's, a script's or a unit's name) becomes the role it played: `desktop`, or `benchbox` for a third bench machine. This shelf publishes what a bench measured, never which box ran it.",
    "box-name-to-role": "a computer's name, in prose, becomes the role it played: the desktop, the laptop, or the bench box for a third bench machine.",
    "operator-name-to-role": "the operator named in a ruling, a note or a unit's user field becomes \"an operator\", which is also this shelf's own voice law for a published page."
  },
  "rule_firings_total": {
    "model-text-withheld": 146,
    "port-withheld": 194,
    "digest-withheld": 29,
    "home-path-to-workshop": 642,
    "port-number-withheld": 38,
    "box-name-to-role": 197,
    "bus-address-withheld": 10480,
    "box-name-to-role-in-identifier": 65,
    "operator-name-to-role": 37,
    "card-name-to-role": 151,
    "card-name-to-public-id": 175,
    "card-name-to-role-in-identifier": 4904,
    "corpus-digest-withheld": 3,
    "unit-name-port-withheld": 1,
    "log-stamp-example-withheld": 1
  },
  "what_was_not_touched": "Only what a rule rewrote, each rule counted per file in `provenance.json`: the model's text in the speed rows, the ports, the bus addresses and one comment's log stamp to `withheld-2026-10-13`; the home path to `/workshop`; the cards', computers' and operator's private names to the roles they played; and digests of files as they stood before those rules to `withheld-2026-09-29`. No figure moved on the way out, and `index.json` carries the sha256 of every file it lists, as served.",
  "omitted": {
    "The model's text.": "No reply the model wrote is in this kit: each row's `completion_head` is withheld and its `completion_sha256` kept, so a reader who re-runs a request can check the reply they get. The client's inner rows, which carry each whole reply, are not here.",
    "The engines' start logs.": "llama.cpp's server logs are not here: their own clock prints elapsed minutes and seconds as dotted numbers, which our redaction gate reads as private addresses, and no rule may move a figure. The Strata engine's server wrapper logs are left with them; its engine logs are here.",
    "The quality rows.": "Only as counts, in `SUMMARY.md` section 3: the six-way and doorman tasks' answers are not published.",
    "Card identity.": "Every file names a card by its index and its model, never by a serial, a UUID or a bus address."
  },
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