Pith Number

pith:7WGZ73QC

pith:2023:7WGZ73QCFIKL7ZFVGFI4BBVTQU

not attested not anchored not stored refs pending

FlashDecoding++: Faster Large Language Model Inference on GPUs

Guohao Dai, Jiaming Xu, Jun Liu, Kangdi Chen, Ke Hong, Qiuli Mao, Xiuhong Li, Yuhan Dong, Yu Wang

arxiv:2311.01282 v4 · 2023-11-02 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7WGZ73QCFIKL7ZFVGFI4BBVTQU}

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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

7 papers in Pith

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Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

VFA: Relieving Vector Operations in Flash Attention with Global Maximum Pre-computation

Receipt and verification

First computed	2026-07-05T07:30:23.644914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd8d9fee022a14bfe4b53151c086b3850d542f7e3b90c96bf8a122ad3bd6eece

Aliases

arxiv: 2311.01282 · arxiv_version: 2311.01282v4 · doi: 10.48550/arxiv.2311.01282 · pith_short_12: 7WGZ73QCFIKL · pith_short_16: 7WGZ73QCFIKL7ZFV · pith_short_8: 7WGZ73QC

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/7WGZ73QCFIKL7ZFVGFI4BBVTQU \
  | 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: fd8d9fee022a14bfe4b53151c086b3850d542f7e3b90c96bf8a122ad3bd6eece

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15313c3ef0ae48beb5212a25faf711fbff91b41f6ad020c5a94e9c0c712e1734",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-02T14:57:03Z",
    "title_canon_sha256": "5340a46b1e848a11a216217434b1e1a0a9d7c4093b4a2593909a5383122dc57e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01282",
    "kind": "arxiv",
    "version": 4
  }
}