Pith Number

pith:NB6NEJ2E

pith:2024:NB6NEJ2ELIO4R7C4INR6LOCLU5

not attested not anchored not stored refs pending

Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum

Cem Koc, Chun-Liang Li, Hadi Pouransari, Jen-Hao Rick Chang, Oncel Tuzel, Pavan Kumar Anasosalu Vasu, Vaishaal Shankar

arxiv:2405.13226 v2 · 2024-05-21 · cs.CL · 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{NB6NEJ2ELIO4R7C4INR6LOCLU5}

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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

2 papers in Pith

DataComp-LM: In search of the next generation of training sets for language models

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Receipt and verification

First computed	2026-07-05T09:57:42.833219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

687cd227445a1dc8fc5c4363e5b84ba7668ffae009063d4564d6d7e00e5f19c4

Aliases

arxiv: 2405.13226 · arxiv_version: 2405.13226v2 · doi: 10.48550/arxiv.2405.13226 · pith_short_12: NB6NEJ2ELIO4 · pith_short_16: NB6NEJ2ELIO4R7C4 · pith_short_8: NB6NEJ2E

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/NB6NEJ2ELIO4R7C4INR6LOCLU5 \
  | 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: 687cd227445a1dc8fc5c4363e5b84ba7668ffae009063d4564d6d7e00e5f19c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8a84a69cd26d8a8b6ce53af3bc18f47be8d7456b10e69b668f5f31a23662c49",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-21T22:26:01Z",
    "title_canon_sha256": "b24ae81f10ba21b6c75ec72e267f6ba6342afa16eb9eec605f26732bad3620e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13226",
    "kind": "arxiv",
    "version": 2
  }
}