Pith Number

pith:ABTJTQXZ

pith:2022:ABTJTQXZFN2JTHUBLYI6GA3ULP

not attested not anchored not stored refs pending

Training Trajectories of Language Models Across Scales

Chunting Zhou, Danqi Chen, Luke Zettlemoyer, Mengzhou Xia, Mikel Artetxe, Ramakanth Pasunuru, Ves Stoyanov, Xi Victoria Lin

arxiv:2212.09803 v3 · 2022-12-19 · cs.CL · cs.AI · 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{ABTJTQXZFN2JTHUBLYI6GA3ULP}

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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

6 papers in Pith

Feature Learning in Linear-Width Two-Layer Networks: Two vs. One Step of Gradient Descent

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Scaling Data-Constrained Language Models

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Receipt and verification

First computed	2026-07-05T06:14:56.995371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

006699c2f92b74999e815e11e303745bf68abaa620a7bb913c91957399f420cb

Aliases

arxiv: 2212.09803 · arxiv_version: 2212.09803v3 · doi: 10.48550/arxiv.2212.09803 · pith_short_12: ABTJTQXZFN2J · pith_short_16: ABTJTQXZFN2JTHUB · pith_short_8: ABTJTQXZ

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/ABTJTQXZFN2JTHUBLYI6GA3ULP \
  | 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: 006699c2f92b74999e815e11e303745bf68abaa620a7bb913c91957399f420cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6378b83e99431018c068361c9e2db9b4553188c30e12bb74358d50d5240f6540",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-19T19:16:29Z",
    "title_canon_sha256": "624666ea8a2bb18baf38ac5ec844c51702b3a789eda9eb412918fcb3f8e24962"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.09803",
    "kind": "arxiv",
    "version": 3
  }
}