Datasetpublic

csoai/oss-model-census

Open-weight model census DISCOVERED — every row in this dataset is a census listing, not a measurement. n_measured = 0. Live board: https://councilof.ai/api/gspc A frozen snapshot of open-licence text-generation models on the Hugging Face Hub. n_frozen: 68,869 models (from 120,000 raw listings; slice: pipeline_tag=text-generation, sorted by downloads desc, first 120 pages of 1,000, kept only models with an explicit open-licence tag). as_of: 2026-09-01T04:41:36Z (UTC), crawled… See the full description on the dataset page: https://huggingface.co/datasets/csoai/oss-model-census.

sourceHugging Facecc0-1.0updated 8d agoView on Hugging Face

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Dataset Card

Open-weight model census

DISCOVERED — every row in this dataset is a census listing, not a measurement. n_measured = 0. Live board: https://councilof.ai/api/gspc

A frozen snapshot of open-licence text-generation models on the Hugging Face Hub.

—n_frozen: 68,869 models (from 120,000 raw listings; slice: pipeline_tag=text-generation, sorted by downloads desc, first 120 pages of 1,000, kept only models with an explicit open-licence tag).
—as_of: 2026-09-01T04:41:36Z (UTC), crawled from the public https://huggingface.co/api/models listing API, unauthenticated, rate-limited.
—status (all rows): DISCOVERED. measured (all rows): false.
—The slice is not exhaustive — the Hub is larger. The number frozen is the number fetched. We do not call it anything else.

What DISCOVERED means

You are listed. You are not graded. A model becomes MEASURED only when a signed card verifies VALID under did:web:csoai.org#card-attestation-1. There is no certified badge and no gold badge. Measurement, not certification.

—Opt in to a frozen bank if you want a card: https://councilof.ai/get-listed
—Verify a card: https://councilof.ai/gspc-verify

Columns

column	meaning
id	Hub model id
downloads, likes	as reported by the Hub listing API at as_of
licence	the `license:` tag on the model
licence_class	`osi_like` (OSI/open-content) or `open_weight` (community model licences: llama/gemma/qwen/openrail — open weights, not OSI open source)
as_of	snapshot timestamp (UTC)
status	always `DISCOVERED`
measured	always `false`

Licence mix at freeze: apache-2.0 46,469 · mit 10,643 · gemma 2,681 · llama-family 6,207 · other open 2,869. osilike 58,965 · openweight 9,904.

The live board is the authority

![GSPC](https://councilof.ai/api/gspc) ![verify](https://councilof.ai/gspc-verify) ![DOI](https://doi.org/10.5281/zenodo.21991104)

GET https://councilof.ai/api/gspc — quote totals.public_count. This Hub card is a printer of that GET, never a second engine. If the fetch fails the honest answer is UNCHECKABLE — never a fabricated 0.000. Status words: LOADING / UNREACHABLE / UNMEASURED / UNCHECKABLE.

Lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.

Capability + living GET (TUI7 distribution 2026-09-14)

SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste. Hub cite = live GET only.

Live board: GET https://councilof.ai/api/gspc → quote totals.public_count / totals.lid (22·22·0 derived, never typed as a frozen paste)
Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells / counts.measured / counts.unmeasured LIVE (no typed Hub triple)
Hub bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
Free verify: https://councilof.ai/gspc-verify
Discovery: GET https://councilof.ai/.well-known/x402.json (live · Base · USDC)
OX discovery resources: councilof 0/60 honest — do not invent rows
Measurement, never certification. Printer only — no axis mine on ZeroGPU. A100 COLD.

![GSPC board](https://councilof.ai/api/gspc) ![Hub cells](https://councilof.ai/api/hub-cards)

Council of AI — GSPC + Hub printer

—Living board: https://councilof.ai/api/gspc — quote totals.public_count / totals.lid (never invent MEASURED)
—Hub cite: https://councilof.ai/api/hub-cards — re-GET; quote counts.* (typed LIVE (re-GET /api/hub-cards → counts.*) SUPERSEDED 2026-09-14)
—Hub dataset bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
—Verify free: https://councilof.ai/gspc-verify
—x402 discovery: https://councilof.ai/.well-known/x402.json
—Catalog: https://councilof.ai/api/x402
—Free door (amount 0): https://councilof.ai/api/free-door
—Jail goldbank: https://huggingface.co/datasets/csoai/gspc-jail-goldbank
—Human: free + x402 PAYG · Coming—Paddle not live · never Stripe
—Agents: payTo is merchant receive — never the signer
—Self-settle proves the rail; stranger revenue is separate (do not invent buyers)
—Measurement, not certification. Never sell a rank. Never certify.

Any Hub x402.json in a CSOAI printer is a byte-mirror of the living well-known GET — not a second authority.

This repository: NOT A BOARD MEASUREMENT — this repository is a corpus, mirror or door published by CSOAI. It carries no axis score. The measured slots live on the board GET below.


Live board (authority)	<https://councilof.ai/api/gspc>
Verify a card — free, no account	<https://councilof.ai/gspc-verify>
How to verify, by hand	<https://councilof.ai/signed/HOW-TO-VERIFY.md>
Transparency root (Merkle)	<https://councilof.ai/root.json>
Every CSOAI repo on the Hub	<https://huggingface.co/csoai>
Methodology DOI	<https://doi.org/10.5281/zenodo.21991104>
MCP endpoint — 12 tools, verified 2026-09-04T04:33:29Z	`POST https://councilof.ai/mcp`
MCP Registry	`io.github.CSOAI-ORG/gspc` — version not pinned here; the registry is the authority
npm — MCP server	`csoai-gspc-mcp` — `npx -y csoai-gspc-mcp`. No version is pinned here: ask the registry for the current one rather than trusting a number written on a card.
Python reader + card verifier	`pip install "csoai-gspc[verify]"` then `csoai-gspc check` — re-derives the board totals from the axis array and exits non-zero if they disagree
This board as a dated, citable snapshot	<https://doi.org/10.5281/zenodo.22293341>

What is in this repository

file	bytes	rows	what
`census.jsonl`	19539598		data (one JSON object per line)
`census.parquet`	2538454		data (Parquet)
`README.md`	2864		card
`census_meta.json`	815		JSON document
`manifest.jsonl`		5	derived at 2026-09-04T04:33:29Z

manifest.jsonl is derived from this repository's own file tree at 2026-09-04T04:33:29Z; it lists every file with its size, its blob hash and a direct URL, so an agent can enumerate the repo without cloning it.

Citation

bibtex

@misc{csoai_gspc_oss_model_census,
  title        = {Open-weight model census},
  author       = {{CSOAI Ltd}},
  year         = {2026},
  doi          = {10.5281/zenodo.21991104},
  howpublished = {Hugging Face Hub, \url{https://huggingface.co/datasets/csoai/oss-model-census}},
  note         = {Live board: https://councilof.ai/api/gspc. Measurement, not certification.}
}

Measurement, not certification. No slot is for sale and no empty slot is filled by payment. Issued by CSOAI Ltd (England & Wales, Companies House 16939677), 3rd Floor, 86–90 Paul Street, London EC2A 4NE. Card refreshed 2026-09-04T04:33:29Z; every number above is either fetched live or carries the timestamp at which it was read.

Capability + living GET (TUI7 distribution 2026-09-14)

SUPERSEDED: typed Hub triples LIVE (re-GET /api/hub-cards → counts.*) (and prior 885/900/937/1113/1182/1185) — do not re-paste. Hub cite = live GET only.

Live board: GET https://councilof.ai/api/gspc → quote totals.public_count / totals.lid (22·22·0 derived, never typed as a frozen paste)
Hub cards: GET https://councilof.ai/api/hub-cards → quote counts.cells / counts.measured / counts.unmeasured LIVE (no typed Hub triple)
Hub bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
Free verify: https://councilof.ai/gspc-verify
Discovery: GET https://councilof.ai/.well-known/x402.json (live · Base · USDC)
OX discovery resources: councilof 0/60 honest — do not invent rows
Measurement, never certification. Printer only — no axis mine on ZeroGPU. A100 COLD.

![GSPC board](https://councilof.ai/api/gspc) ![Hub cells](https://councilof.ai/api/hub-cards)

Council of AI — GSPC + Hub printer

—Living board: https://councilof.ai/api/gspc — quote totals.public_count / totals.lid (never invent MEASURED)
—Hub cite: https://councilof.ai/api/hub-cards — re-GET; quote counts.* (typed LIVE (re-GET /api/hub-cards → counts.*) SUPERSEDED 2026-09-14)
—Hub dataset bank: https://huggingface.co/datasets/csoai/gspc-hub-cards
—Verify free: https://councilof.ai/gspc-verify
—x402 discovery: https://councilof.ai/.well-known/x402.json
—Catalog: https://councilof.ai/api/x402
—Free door (amount 0): https://councilof.ai/api/free-door
—Jail goldbank: https://huggingface.co/datasets/csoai/gspc-jail-goldbank
—Human: free + x402 PAYG · Coming—Paddle not live · never Stripe
—Agents: payTo is merchant receive — never the signer
—Self-settle proves the rail; stranger revenue is separate (do not invent buyers)
—Measurement, not certification. Never sell a rank. Never certify.

Any Hub x402.json in a CSOAI printer is a byte-mirror of the living well-known GET — not a second authority.

Signed measurement archive (free cite · never a grade)

Living board: GET https://councilof.ai/api/gspc → 22 axis · 22 measured · lid: 22 axes measured · 14 model fleets · 3 public leader scores · 8 fact runs · TIE is TIE · not a certificate.
Signed card index: GET https://councilof.ai/signed/card_index.json → n_cards=335 · schema csoai.gspc-card-index/0.1
How to verify (stranger): https://councilof.ai/signed/HOW-TO-VERIFY.md
Free verify UI: https://councilof.ai/gspc-verify/
Example SIGNED card: https://councilof.ai/signed/cards/cff1aaf070acb97c224177809856bc20310f4958eb44bdffab7d4b04836535f4.json
Hub census (≠ board ≠ card_index): GET https://councilof.ai/api/hub-cards → 131/131/0
HF printers: https://huggingface.co/datasets/csoai/gspc-hub-cards · https://huggingface.co/datasets/csoai/gspc-jail-goldbank
Supply-led: CSOAI measures public systems independently first; sells delivery/freshness/monitoring/integration/replay/extra compute — never grades or favourable results.
Measurement credential, never certification. Free refresh only.

Owner: N-Sites — free paste onto HF/Kaggle printers. Hub LIVE 131 (kill 1191/1196). card_index n=335. Never invent VC/revenue. Stamp 2026-09-14T10:37Z.