Pith Number

pith:DHZTKSQR

pith:2024:DHZTKSQRXSL7J6OULQENOHOLB4

not attested not anchored not stored refs pending

Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild

Ang Li, Beidi Chen, Binhang Yuan, Bowen Tan, Guoheng Sun, Hongyi Wang, Li Chen, Peihao Wang, Pingzhi Li, Ruisi Cai, Tianlong Chen, Xinyu Zhao, Yexiao He, Yi Liang, Yukun Zhou, Zhangyang Wang

arxiv:2410.05357 v2 · 2024-10-07 · cs.LG · cs.AI · 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{DHZTKSQRXSL7J6OULQENOHOLB4}

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.

Receipt and verification

First computed	2026-07-05T09:44:53.879058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19f3354a11bc97f4f9d45c08d71dcb0f2bbda91970242aac6103c9dfd5e83cf2

Aliases

arxiv: 2410.05357 · arxiv_version: 2410.05357v2 · doi: 10.48550/arxiv.2410.05357 · pith_short_12: DHZTKSQRXSL7 · pith_short_16: DHZTKSQRXSL7J6OU · pith_short_8: DHZTKSQR

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/DHZTKSQRXSL7J6OULQENOHOLB4 \
  | 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: 19f3354a11bc97f4f9d45c08d71dcb0f2bbda91970242aac6103c9dfd5e83cf2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4040233ac54b76f2951c98a462ef34b4c297d0f574eca2b3889ee0c9f1592281",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-07T15:55:55Z",
    "title_canon_sha256": "ff9d8ce5f591a5e7961f08331607db0e9ccba7d73ab593e29dab18417c1d19ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05357",
    "kind": "arxiv",
    "version": 2
  }
}