Pith Number

pith:GB5XWKIB

pith:2024:GB5XWKIBCUTCOWBXTKKSBYDALO

not attested not anchored not stored refs pending

Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World Clusters

Hongsun Jang, Jaebeen Lee, Jaewon Jung, Jaeyong Song, Jinho Lee, Jinkyu Yim, Yerim Choi

arxiv:2405.18093 v1 · 2024-05-28 · 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{GB5XWKIBCUTCOWBXTKKSBYDALO}

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	2026-07-05T08:24:15.584012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

307b7b290115262758379a9520e0605bb117a6f16152831822b1d2f994a68b19

Aliases

arxiv: 2405.18093 · arxiv_version: 2405.18093v1 · doi: 10.48550/arxiv.2405.18093 · pith_short_12: GB5XWKIBCUTC · pith_short_16: GB5XWKIBCUTCOWBX · pith_short_8: GB5XWKIB

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/GB5XWKIBCUTCOWBXTKKSBYDALO \
  | 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: 307b7b290115262758379a9520e0605bb117a6f16152831822b1d2f994a68b19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f44f70d75c66fdad8c2eeb506c178e8bc1f29cd5354e51b6189596399b3a5131",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-05-28T11:59:44Z",
    "title_canon_sha256": "6d4d7dceb7c6bca113919bdca852768db29ac5f0b89181a001276b4b89aa6ffd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18093",
    "kind": "arxiv",
    "version": 1
  }
}