Pith Number

pith:AN4GMTFG

pith:2024:AN4GMTFGLOOP475BYHQED2RNMS

not attested not anchored not stored refs pending

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Chenchen Zhang, Ge Zhang, Jiaheng Liu, Jiaran Hao, Jie Fu, J.K. Liu, J. Yang, Linzheng Chai, Liuyihan Song, Qian Liu, Ruifeng Yuan, Siming Huang, Tianhao Cheng, Wei Chu, Yang Xu, Yinghui Xu, Yuan Qi, Zhaoxiang Zhang, Zili Wang

arxiv:2411.04905 v3 · 2024-11-07 · cs.CL · cs.PL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AN4GMTFGLOOP475BYHQED2RNMS}

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.

Cited by

14 papers in Pith

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation

Open AI in the Wild: Adoption and Adaptation of Open Models on r/LocalLLaMA

When LLMs Invent Rust Crates: An Empirical Study of Hallucination Patterns and Mitigation

When AI Reviews Its Own Code: Recursive Self-Training Collapse in Code LLMs

Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling

Receipt and verification

First computed	2026-07-05T10:35:40.582924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0378664ca65b9cfe7fa1c1e041ea2d64a858224c4c1770c296799dc4518cc64c

Aliases

arxiv: 2411.04905 · arxiv_version: 2411.04905v3 · doi: 10.48550/arxiv.2411.04905 · pith_short_12: AN4GMTFGLOOP · pith_short_16: AN4GMTFGLOOP475B · pith_short_8: AN4GMTFG

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/AN4GMTFGLOOP475BYHQED2RNMS \
  | 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: 0378664ca65b9cfe7fa1c1e041ea2d64a858224c4c1770c296799dc4518cc64c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f20d35e6cf9e261d38f3097874b82e96420ab9b311320e7dc3bf2e31bb3678fb",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-07T17:47:25Z",
    "title_canon_sha256": "77c6414a87ab5eac104e06c46711ce5c62289aa88e15835bdd87ed5fe01af74f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04905",
    "kind": "arxiv",
    "version": 3
  }
}