Pith Number

pith:BLHNG7SN

pith:2024:BLHNG7SNPYUHZA6DLFAYSSKMLK

not attested not anchored not stored refs pending

Efficient Arbitrary Precision Acceleration for Large Language Models on GPU Tensor Cores

Chao Fang, Haikuo Shao, Shaobo Ma, Zhongfeng Wang

arxiv:2409.17870 v2 · 2024-09-26 · cs.LG · cs.AI · cs.AR

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

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\usepackage{pith}
\pithnumber{BLHNG7SNPYUHZA6DLFAYSSKMLK}

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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

Anda: Unlocking Efficient LLM Inference with a Variable-Length Grouped Activation Data Format

Receipt and verification

First computed	2026-07-05T10:30:23.516724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0aced37e4d7e287c83c3594189494c5a884d3f5626452e77c85e2312000f7792

Aliases

arxiv: 2409.17870 · arxiv_version: 2409.17870v2 · doi: 10.48550/arxiv.2409.17870 · pith_short_12: BLHNG7SNPYUH · pith_short_16: BLHNG7SNPYUHZA6D · pith_short_8: BLHNG7SN

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/BLHNG7SNPYUHZA6DLFAYSSKMLK \
  | 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: 0aced37e4d7e287c83c3594189494c5a884d3f5626452e77c85e2312000f7792

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a0a54ee058cf74beedfc6829a7309048fe6c09315d9c1b0f773bd01287c7f05",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-26T14:17:58Z",
    "title_canon_sha256": "790c599e253aebd28d3257d1afc486b7b922af7b24af61e7980ead275f979bef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.17870",
    "kind": "arxiv",
    "version": 2
  }
}