Pith Number

pith:JPQTFMYD

pith:2024:JPQTFMYDHGKC7TWDW5644FDDB5

not attested not anchored not stored refs pending

Low-rank Attention Side-Tuning for Parameter-Efficient Fine-Tuning

Jianxin Wu, Ke Zhu, Minghao Fu, Ningyuan Tang

arxiv:2402.04009 v1 · 2024-02-06 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPQTFMYDHGKC7TWDW5644FDDB5}

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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

FLASH-D: FlashAttention with Hidden Softmax Division

Receipt and verification

First computed	2026-07-05T07:42:01.797928Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4be132b30339942fcec3b77dce14630f7d171eadeaea81c498ddfec5025af96f

Aliases

arxiv: 2402.04009 · arxiv_version: 2402.04009v1 · doi: 10.48550/arxiv.2402.04009 · pith_short_12: JPQTFMYDHGKC · pith_short_16: JPQTFMYDHGKC7TWD · pith_short_8: JPQTFMYD

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/JPQTFMYDHGKC7TWDW5644FDDB5 \
  | 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: 4be132b30339942fcec3b77dce14630f7d171eadeaea81c498ddfec5025af96f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "704ee1f4d333753a51f6ffbdc9cf8d6e3b0303fa5bc2d44f9b36b9a74bc8766a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-06T14:03:15Z",
    "title_canon_sha256": "2900114e01f254d4bed2acce0f7b8e0bfd87a42458528afa90cfbc88abb58011"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04009",
    "kind": "arxiv",
    "version": 1
  }
}