Pith Number

pith:TYDN3OCH

pith:2025:TYDN3OCHQ7P6ZBQSR2W4W4GCUC

not attested not anchored not stored refs pending

Pushing the Limits of BFP on Narrow Precision LLM Inference

Dawei Yang, Hui Wang, Xiaomeng Han, Yuan Cheng, Zhe Jiang, Zhengpeng Zhao

arxiv:2502.00026 v2 · 2025-01-21 · cs.AR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TYDN3OCHQ7P6ZBQSR2W4W4GCUC}

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.

Receipt and verification

First computed	2026-07-05T10:10:48.642541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e06ddb84787dfec86128eadcb70c2a0a824bd424d69bcdab4a9ad38c13b2c87

Aliases

arxiv: 2502.00026 · arxiv_version: 2502.00026v2 · doi: 10.48550/arxiv.2502.00026 · pith_short_12: TYDN3OCHQ7P6 · pith_short_16: TYDN3OCHQ7P6ZBQS · pith_short_8: TYDN3OCH

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/TYDN3OCHQ7P6ZBQSR2W4W4GCUC \
  | 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: 9e06ddb84787dfec86128eadcb70c2a0a824bd424d69bcdab4a9ad38c13b2c87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01862128b466b019049dfa083b92d40e307d312f51acc8fa954b82de97137463",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2025-01-21T17:10:52Z",
    "title_canon_sha256": "6948b2c158cd86508af47fa926a2ac929bf43351e9267ebf358b50c48e6f703d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00026",
    "kind": "arxiv",
    "version": 2
  }
}