Pith Number

pith:J524Q4AS

pith:2024:J524Q4ASJXTW6VZGS6FMNLS6KX

not attested not anchored not stored refs pending

INT-FlashAttention: Enabling Flash Attention for INT8 Quantization

Ce Zheng, Lei Su, Peizhuang Cong, Shimao Chen, Tong Yang, Yuhan Wu, Zhiying Wu, Zihan Jiang, Zirui Liu

arxiv:2409.16997 v2 · 2024-09-25 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{J524Q4ASJXTW6VZGS6FMNLS6KX}

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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

QFlash: Bridging Quantization and Memory Efficiency in Vision Transformer Attention

Receipt and verification

First computed	2026-07-05T09:12:10.658180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f75c870124de76f5726978ac6ae5e55ca3af772cc30d3054c47b4d7f464269e

Aliases

arxiv: 2409.16997 · arxiv_version: 2409.16997v2 · doi: 10.48550/arxiv.2409.16997 · pith_short_12: J524Q4ASJXTW · pith_short_16: J524Q4ASJXTW6VZG · pith_short_8: J524Q4AS

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/J524Q4ASJXTW6VZGS6FMNLS6KX \
  | 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: 4f75c870124de76f5726978ac6ae5e55ca3af772cc30d3054c47b4d7f464269e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "743ce8b70a745d8584d0bb575792516586a15bebed853897a8fdf81bff982e8a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-25T15:02:25Z",
    "title_canon_sha256": "0721b7ad69e4433fafb553425e3426c5bf7afbce5cea833dc9eb5a8188db1640"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.16997",
    "kind": "arxiv",
    "version": 2
  }
}