Pith Number

pith:G6D32NX3

pith:2023:G6D32NX32PWR3UEMBFVKAQFPHM

not attested not anchored not stored refs pending

CoLLiE: Collaborative Training of Large Language Models in an Efficient Way

Hang Yan, Honglin Guo, Jiawei Hong, Kai Lv, Keyu Chen, Qipeng Guo, Shuhao Xing, Shuo Zhang, Tengxiao Liu, Tianle Gu, Xiaoran Liu, Xipeng Qiu, Yuqing Yang, Yu Sun

arxiv:2312.00407 v1 · 2023-12-01 · 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{G6D32NX32PWR3UEMBFVKAQFPHM}

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	2026-07-05T07:19:08.989405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3787bd36fbd3ed1dd08c096aa040af3b1df85e18cd7d94523a26429961b967ce

Aliases

arxiv: 2312.00407 · arxiv_version: 2312.00407v1 · doi: 10.48550/arxiv.2312.00407 · pith_short_12: G6D32NX32PWR · pith_short_16: G6D32NX32PWR3UEM · pith_short_8: G6D32NX3

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/G6D32NX32PWR3UEMBFVKAQFPHM \
  | 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: 3787bd36fbd3ed1dd08c096aa040af3b1df85e18cd7d94523a26429961b967ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f96251eeec77aa7401c61ef9f7dca1b1bb93ce197d2dffca4f42aa47479774c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-01T08:02:16Z",
    "title_canon_sha256": "9c338e19f7cb8bff3ac787a1f3a316ebadc368916ddba6fd4d5fafc2bce4cfb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.00407",
    "kind": "arxiv",
    "version": 1
  }
}