Pith Number

pith:STSXVC2Y

pith:2021:STSXVC2YMURURUQVXHSO32WXNO

not attested not anchored not stored refs pending

Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training

Boxiang Wang, Haichen Huang, Hongxin Liu, Jiarui Fang, Shenggui Li, Yang You, Yuliang Liu, Zhengda Bian

arxiv:2110.14883 v3 · 2021-10-28 · cs.LG · cs.AI · cs.CL · cs.CV · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STSXVC2YMURURUQVXHSO32WXNO}

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

A Comprehensive Overview of Large Language Models

Scaling Data-Constrained Language Models

A Survey of Large Language Models

Receipt and verification

First computed	2026-07-05T06:57:18.410575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94e57a8b58652348d215b9e4edead76b9d90aad9c5be6273953ff6ffe4e13cba

Aliases

arxiv: 2110.14883 · arxiv_version: 2110.14883v3 · doi: 10.48550/arxiv.2110.14883 · pith_short_12: STSXVC2YMURU · pith_short_16: STSXVC2YMURURUQV · pith_short_8: STSXVC2Y

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/STSXVC2YMURURUQVXHSO32WXNO \
  | 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: 94e57a8b58652348d215b9e4edead76b9d90aad9c5be6273953ff6ffe4e13cba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6569b4e55c1c4b1d08da5ad71a3a088c3a326f93691ba86c8f482e8de92905dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-28T04:45:55Z",
    "title_canon_sha256": "9e19fff060786e2b0715d67db4bcfe17b565dd7b9bba9904294ad4ac622add38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14883",
    "kind": "arxiv",
    "version": 3
  }
}