---
language:
- en
license: cc-by-4.0
pretty_name: GSPC Hub queue
tags:
- gspc
- measurement
- unmeasured
- hub-queue
configs:
- config_name: queue
  data_files:
  - split: train
    path: queue.parquet
  default: true
---

2,410 Hub models listed. UNMEASURED until a signed card. Board is 22/22 (14 scores + 8 facts). Not a certificate.

```
22 axis · 22 measured = 14 model scores + 8 fact cards.
Not a certificate.
This dataset lists Hub models. A row is MEASURED only when a signed card verifies.
```

# GSPC Hub queue

One flat table (`queue.parquet` / `queue.jsonl`), one row per Hub model id, columns exactly:

| column | meaning |
|---|---|
| rank | download rank at snapshot (1 = most downloaded) |
| id | Hub model id |
| downloads | as reported by the Hub listing API at `as_of` |
| pipeline_tag | as reported by the Hub (null when the Hub reports none) |
| status | `UNMEASURED` or `MEASURED` — nothing else, never a fake score |
| card_id | null, or the sha256 of a signed measurement card that verifies |
| as_of | queue snapshot timestamp (UTC), `2026-08-29T09:40:48Z` |

Snapshot source: `huggingface.co/api/models` sorted by downloads, first 2,410. This is a queue, not a scoreboard. The live board is `GET https://councilof.ai/api/gspc`. [![GSPC](https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fcouncilof.ai%2Fapi%2Fgspc&query=%24.totals.public_count&label=GSPC&color=0B1F33)](https://councilof.ai/gspc-scoreboard)

## Current counts (2026-09-01)

- 2,402 rows `UNMEASURED`, `card_id` null.
- 8 rows `MEASURED`, each carrying the sha256 of one Ed25519-signed measurement card from the CSOAI measured fleet (335 cards / 64 models, mirrored at [csoai/gspc-fleet](https://huggingface.co/datasets/csoai/gspc-fleet)). Each of the 8 cards was re-verified locally before this flip: sha256(preimage) equals the card id and the Ed25519 signature verifies under `did:web:csoai.org#card-attestation-1`.

### The 8 MEASURED rows and how they were matched

The fleet measures models as run in the CSOAI lane (Ollama builds). A queue row was flipped only where the Ollama tag maps to exactly one Hub repo:

| Hub id | fleet model (as measured) | card_id (sha256) |
|---|---|---|
| Qwen/Qwen3-0.6B | `qwen3:0.6b` | `62183c2ff91701a63d8377034c8e136028fd443bc51740769dbabcab05c16eda` |
| Qwen/Qwen2.5-7B-Instruct | `qwen2.5:7b` | `c0155cbd1fd1786c3e95d87b7d6575cc9502bb287eac002b169fc8cd95b30529` |
| Qwen/Qwen2.5-1.5B-Instruct | `qwen2.5:1.5b` | `e547de8885ad0f4da53dac6257e3c7c9e89ee18013b1f04ed9582861abee5dc3` |
| Qwen/Qwen2.5-3B-Instruct | `qwen2.5:3b` | `a38316158f8c59380275313e1769feb749199756e1a67013bfb647f68328d4c2` |
| Qwen/Qwen2.5-0.5B-Instruct | `qwen2.5:0.5b-instruct` | `45724650575f8f40363728b42c54c5683fffab59a10d65e2991b666ba4d4a813` |
| meta-llama/Llama-3.2-3B-Instruct | `llama3.2:3b` | `a0dc1db7ba9c75e52253f4c9c62f7adf1fa71d6fcc5aa511ae17a6eff799faf8` |
| google/gemma-3-12b-it | `gemma3:12b` | `229ee794eb46e74edde2667e5a0b274f053fc08ba14f708dac1042e2c6cf87c0` |
| microsoft/phi-4 | `phi4:14b` | `8af24e9e1c07918c46b6911c19320b87058be9453a4bcf598599c80a85668211` |

Honesty caveats, stated plainly:

- The card measures the model **as run in the CSOAI lane** (an Ollama quantized build of the named model). It does not grade the upstream repo's own weights byte-for-byte, and it does not grade the upstream project.
- `card_id` is **one** representative signed card for that model; the fleet holds more cards per model on more axes. MEASURED means "at least one signed card verifies for this model", never "measured on all axes".
- Left `UNMEASURED` because the Ollama-tag-to-Hub-repo mapping is ambiguous, even though fleet cards exist: `mistral:7b` (v0.1/v0.2/v0.3 all on the Hub), `deepseek-r1:8b` (the tag was re-pointed between Llama-8B and Qwen3-8B distills), `qwen3:4b` (original vs 2507 re-point). `falcon3:7b` has fleet cards but no row in this queue. The other 52 fleet models are local/custom models with no Hub repo in this queue.
- Base, quantized, GGUF, AWQ and third-party re-uploads of the models above stay `UNMEASURED` — a card names one model, not a family.

## Verify

Cards: `https://councilof.ai/signed/cards/<card_id>.json` · index: `https://councilof.ai/signed/card_index.json` · verifier (free, no account): https://councilof.ai/gspc-verify · DID key: https://csoai.org/.well-known/did.json

Status words: `LOADING` / `UNREACHABLE` / `UNMEASURED` / `UNCHECKABLE` — never a fake `0.000`. An UNMEASURED slot is a first-class answer: listed, not graded.

Opt in to measurement: https://councilof.ai/get-listed · **Measurement, not certification.**