Pith Number

pith:Z3C3CJVV

pith:2024:Z3C3CJVV5XJL5547DQBPXMQJIU

not attested not anchored not stored refs pending

Beyond Next Token Prediction: Patch-Level Training for Large Language Models

Chenze Shao, Fandong Meng, Jie Zhou

arxiv:2407.12665 v3 · 2024-07-17 · 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{Z3C3CJVV5XJL5547DQBPXMQJIU}

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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

1 paper in Pith

Multi-Grained Patch Training for Efficient LLM-based Recommendation

Receipt and verification

First computed	2026-07-05T11:03:15.700264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cec5b126b5edd2bef79f1c02fbb20945330ff42527dd5033a513969651039bc0

Aliases

arxiv: 2407.12665 · arxiv_version: 2407.12665v3 · doi: 10.48550/arxiv.2407.12665 · pith_short_12: Z3C3CJVV5XJL · pith_short_16: Z3C3CJVV5XJL5547 · pith_short_8: Z3C3CJVV

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/Z3C3CJVV5XJL5547DQBPXMQJIU \
  | 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: cec5b126b5edd2bef79f1c02fbb20945330ff42527dd5033a513969651039bc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e46602a72a986f1c8d60c4961ac4207c74d9274f58fdb67a65f3f8bf9250664",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-17T15:48:39Z",
    "title_canon_sha256": "483391bc6961f982ad437e0d388df1012c93c2419e6610c30ebdcad5f9cf94e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12665",
    "kind": "arxiv",
    "version": 3
  }
}