Pith Number

pith:DOGF4GT2

pith:2024:DOGF4GT27OAHXPRDY27VJTOQON

not attested not anchored not stored refs pending

CodeDPO: Aligning Code Models with Self Generated and Verified Source Code

Ge Li, Jingjing Xu, Jing Su, Jun Zhang, Kechi Zhang, Yihong Dong, Yongfei Liu, Zhi Jin

arxiv:2410.05605 v2 · 2024-10-08 · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOGF4GT27OAHXPRDY27VJTOQON}

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

7 papers in Pith

SkelDPO: A Skeleton-Guided Direct Preference Optimization Framework for Efficient Code Generation

Chiseling Out Efficiency: Structured Skeleton Supervision for Efficient Code Generation

Learn from Your Mistakes: Tree-like Self-Play for Secure Code LLMs

Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning

Visual-RFT: Visual Reinforcement Fine-Tuning

Receipt and verification

First computed	2026-07-05T11:14:49.613535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b8c5e1a7afb807bbe23c6bf54cdd0735f319fe061b98480804afe41333039c4

Aliases

arxiv: 2410.05605 · arxiv_version: 2410.05605v2 · doi: 10.48550/arxiv.2410.05605 · pith_short_12: DOGF4GT27OAH · pith_short_16: DOGF4GT27OAHXPRD · pith_short_8: DOGF4GT2

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/DOGF4GT27OAHXPRDY27VJTOQON \
  | 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: 1b8c5e1a7afb807bbe23c6bf54cdd0735f319fe061b98480804afe41333039c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68af8dda1f45009b08d9db412d13ff4f4e795465254fde8715bb9a2daff223e4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-08T01:36:15Z",
    "title_canon_sha256": "6ec50b3c025b397ca65c495bd9b89c9d3dc4ef16ffee82d579d45fea78b86ada"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05605",
    "kind": "arxiv",
    "version": 2
  }
}