Pith Number

pith:74YUI3NH

pith:2023:74YUI3NHKFKQT5TSE46Q6SZ36V

not attested not anchored not stored refs pending

TRANSOM: An Efficient Fault-Tolerant System for Training LLMs

Baodong Wu, Kangyu Li, Lei Xia, Qingping Li, Shigang Li, Tieyao Xiang, Xu Chen, Yongqiang Guo, Yuheng Chen

arxiv:2310.10046 v3 · 2023-10-16 · cs.DC · cs.AI

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\usepackage{pith}
\pithnumber{74YUI3NHKFKQT5TSE46Q6SZ36V}

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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

5 papers in Pith

PHOENIX: Resilient LLM Training with Hot-Swapping via Zero-Overhead Checkpoint

From Detection to Recovery: Operational Analysis on LLM Pre-training with 504 GPUs

TierCheck: Tiered Checkpointing for Fault Tolerance in Large Language Model Training

From Detection to Recovery: Operational Analysis on LLM Pre-training with 504 GPUs

Towards Robust LLM Post-Training: Automatic Failure Management for Reinforcement Fine-Tuning

Receipt and verification

First computed	2026-07-05T07:02:06.437780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff31446da7515509f672273d0f4b3bf57b93d276573d857d439b48be8a5a7126

Aliases

arxiv: 2310.10046 · arxiv_version: 2310.10046v3 · doi: 10.48550/arxiv.2310.10046 · pith_short_12: 74YUI3NHKFKQ · pith_short_16: 74YUI3NHKFKQT5TS · pith_short_8: 74YUI3NH

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/74YUI3NHKFKQT5TSE46Q6SZ36V \
  | 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: ff31446da7515509f672273d0f4b3bf57b93d276573d857d439b48be8a5a7126

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3da50343ee4ab8bf03a689b3e3682f7e8e5a187f7b6bcc133ac1ebdadc4aad41",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2023-10-16T04:06:52Z",
    "title_canon_sha256": "003881551436091d6e0e5e57164795661a375d0387e5d271f8df2c907111b1a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10046",
    "kind": "arxiv",
    "version": 3
  }
}