Pith Number

pith:VQLUMH5C

pith:2024:VQLUMH5CHINZYDROH5UJQCPR4K

not attested not anchored not stored refs pending

Is Flash Attention Stable?

Alicia Golden, Basil Hosmer, Bilge Acun, Carole-Jean Wu, David Brooks, Fei Sun, Gu-Yeon Wei, Jeff Johnson, Samuel Hsia, Yejin Lee, Zachary DeVito

arxiv:2405.02803 v1 · 2024-05-05 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VQLUMH5CHINZYDROH5UJQCPR4K}

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

7 papers in Pith

An Efficient vLLM-Based Inference Pipeline for Unified Audio Understanding and Generation

Fingerprinting Inference Systems of Large Language Models

Gated KalmaNet: A Fading Memory Layer Through Test-Time Ridge Regression

FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision

Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention

Receipt and verification

First computed	2026-07-05T08:15:54.059018Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac17461fa23a1b9c0e2e3f689809f1e2a17c80139d4aaccfd2438d0fea655b97

Aliases

arxiv: 2405.02803 · arxiv_version: 2405.02803v1 · doi: 10.48550/arxiv.2405.02803 · pith_short_12: VQLUMH5CHINZ · pith_short_16: VQLUMH5CHINZYDRO · pith_short_8: VQLUMH5C

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/VQLUMH5CHINZYDROH5UJQCPR4K \
  | 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: ac17461fa23a1b9c0e2e3f689809f1e2a17c80139d4aaccfd2438d0fea655b97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2180d9772b3587805344c589ed7bee34757565dbc6c52e8987b689eb3a43d8b1",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-05T03:25:25Z",
    "title_canon_sha256": "dd347804ee438b44eaca5af1afce1dfff00a074bbff3d33b74820afdd4942343"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02803",
    "kind": "arxiv",
    "version": 1
  }
}