Pith Number

pith:PCJVVNDK

pith:2025:PCJVVNDK4BTKWV4AEFACDANWHN

not attested not anchored not stored refs pending

QuEST: Stable Training of LLMs with 1-Bit Weights and Activations

Andrei Panferov, Dan Alistarh, Jiale Chen, Mahdi Nikdan, Roberto L. Castro, Soroush Tabesh

arxiv:2502.05003 v2 · 2025-02-07 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PCJVVNDK4BTKWV4AEFACDANWHN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Grid Games: The Power of Multiple Grids for Quantizing Large Language Models

Receipt and verification

First computed	2026-07-05T11:19:24.355200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78935ab46ae066ab578021402181b63b547c4a729f3ca19e2d84ac6641228734

Aliases

arxiv: 2502.05003 · arxiv_version: 2502.05003v2 · doi: 10.48550/arxiv.2502.05003 · pith_short_12: PCJVVNDK4BTK · pith_short_16: PCJVVNDK4BTKWV4A · pith_short_8: PCJVVNDK

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/PCJVVNDK4BTKWV4AEFACDANWHN \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 78935ab46ae066ab578021402181b63b547c4a729f3ca19e2d84ac6641228734

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4666b7a3d9ab6b316e934fcde7b4c917bb0ff4dcdf19937d0a7e4c840b9fa4c7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-07T15:23:34Z",
    "title_canon_sha256": "ecb9f9a28b73a8cf7a5920719538a83bf558714f7b3007b0ba373d7223733a47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05003",
    "kind": "arxiv",
    "version": 2
  }
}