Pith Number

pith:UN5V344B

pith:2023:UN5V344BBGX35T5AS7XGVER4R4

not attested not anchored not stored refs pending

Unicron: Economizing Self-Healing LLM Training at Scale

Jingbo Xu, Jingren Zhou, Kun Qian, Tao He, Wenyuan Yu, Xue Li, Zhibin Wang

arxiv:2401.00134 v1 · 2023-12-30 · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UN5V344BBGX35T5AS7XGVER4R4}

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

Cloud abstractions for AI workloads

Receipt and verification

First computed	2026-07-05T07:30:24.476434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a37b5df38109afbecfa097ee6a923c8f0f234d52ddc56fb88f55a1954a8aa3c8

Aliases

arxiv: 2401.00134 · arxiv_version: 2401.00134v1 · doi: 10.48550/arxiv.2401.00134 · pith_short_12: UN5V344BBGX3 · pith_short_16: UN5V344BBGX35T5A · pith_short_8: UN5V344B

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/UN5V344BBGX35T5AS7XGVER4R4 \
  | 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: a37b5df38109afbecfa097ee6a923c8f0f234d52ddc56fb88f55a1954a8aa3c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d868266ccf118cac3094b63fb4471aaa6ba5041d4a243be1e52aeec5869eed8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-12-30T04:06:16Z",
    "title_canon_sha256": "5ba39ad3df9bb5ca11cb48f89aa76e85a9230dc32b60240f29f17c6a9cb28cb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.00134",
    "kind": "arxiv",
    "version": 1
  }
}