Pith Number

pith:HBYOTPW5

pith:2025:HBYOTPW5VODT2VPHKJGV2DL5MI

not attested not anchored not stored refs pending

DeltaLLM: A Training-Free Framework Exploiting Temporal Sparsity for Efficient Edge LLM Inference

Chang Gao, Jiawen Qi, Qinyu Chen, Zhaochun Ren

arxiv:2507.19608 v1 · 2025-07-25 · cs.AI · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HBYOTPW5VODT2VPHKJGV2DL5MI}

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

1 paper in Pith

Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation

Receipt and verification

First computed	2026-07-05T11:43:37.504724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3870e9beddab873d55e7524d5d0d7d6203370f8d44482880448937b08a83a682

Aliases

arxiv: 2507.19608 · arxiv_version: 2507.19608v1 · doi: 10.48550/arxiv.2507.19608 · pith_short_12: HBYOTPW5VODT · pith_short_16: HBYOTPW5VODT2VPH · pith_short_8: HBYOTPW5

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/HBYOTPW5VODT2VPHKJGV2DL5MI \
  | 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: 3870e9beddab873d55e7524d5d0d7d6203370f8d44482880448937b08a83a682

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad9d2972f4e33ea4c08e72b8964bbebceb35c87fb7a32d5f1dd95f3da82b47d0",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-25T18:23:18Z",
    "title_canon_sha256": "84e196a8ea598b8c06903073505a9213cf46e93b579edc68845b559bde6778c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19608",
    "kind": "arxiv",
    "version": 1
  }
}