Pith Number

pith:UQKLUT5O

pith:2024:UQKLUT5OACZ5Y4RG43GMMQZULG

not attested not anchored not stored refs pending

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

Ganesh Bikshandi, Jay Shah, Pradeep Ramani, Tri Dao, Vijay Thakkar, Ying Zhang

arxiv:2407.08608 v2 · 2024-07-11 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{UQKLUT5OACZ5Y4RG43GMMQZULG}

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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

24 papers in Pith

HexiScale: Facilitating Large Language Model Training over Heterogeneous Hardware

Flashlight: PyTorch Compiler Extensions to Accelerate Attention Variants

Asymmetric Virtual Memory Paging for Hybrid Mamba-Transformer Inference

Scaling Diffusion Language Models via Adaptation from Autoregressive Models

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Receipt and verification

First computed	2026-05-20T19:38:40.310580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a414ba4fae00b3dc7226e6ccc64334598e87d37e5ff1092aa3c114c8531c7c68

Aliases

arxiv: 2407.08608 · arxiv_version: 2407.08608v2 · doi: 10.48550/arxiv.2407.08608 · pith_short_12: UQKLUT5OACZ5 · pith_short_16: UQKLUT5OACZ5Y4RG · pith_short_8: UQKLUT5O

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/UQKLUT5OACZ5Y4RG43GMMQZULG \
  | 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: a414ba4fae00b3dc7226e6ccc64334598e87d37e5ff1092aa3c114c8531c7c68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05f2351140b0c95c75fb9dd0b5482630db4c8fc20fffd2e571fba11022538a00",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-11T15:44:48Z",
    "title_canon_sha256": "7ccaf2708ba092d27a2f6b45130691fbbd7fbe07983a8bf8e1755befba2fd970"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08608",
    "kind": "arxiv",
    "version": 2
  }
}