Pith Number

pith:TZVVFFCH

pith:2024:TZVVFFCHDMBRW7Z55SAXQZIITR

not attested not anchored not stored refs pending

Cool-Fusion: Fuse Large Language Models without Training

Cong Liu, Liang Lin, Weigang Wu, Xiaojun Quan, Xu Chen, Yan Pan

arxiv:2407.19807 v2 · 2024-07-29 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZVVFFCHDMBRW7Z55SAXQZIITR}

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

3 papers in Pith

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Sampling from Your Language Model One Byte at a Time

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process

Receipt and verification

First computed	2026-07-05T11:18:13.564389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e6b5294471b031b7f3dec817865089c61ec5444f96ec8bd9b202f17f81f1404

Aliases

arxiv: 2407.19807 · arxiv_version: 2407.19807v2 · doi: 10.48550/arxiv.2407.19807 · pith_short_12: TZVVFFCHDMBR · pith_short_16: TZVVFFCHDMBRW7Z5 · pith_short_8: TZVVFFCH

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/TZVVFFCHDMBRW7Z55SAXQZIITR \
  | 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: 9e6b5294471b031b7f3dec817865089c61ec5444f96ec8bd9b202f17f81f1404

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e9e1dfc020f655c8275b841bb0f12a6f1a6b4bc3e8111f32b09520f6ad527ce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-29T09:02:19Z",
    "title_canon_sha256": "198e1e7789320987b385cf31a5f4fed6e033286ed7b6d5c8a719acc9a8db4890"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.19807",
    "kind": "arxiv",
    "version": 2
  }
}