Pith Number

pith:OZVBJXF3

pith:2024:OZVBJXF33S7M3PJQCKZXHVR4BJ

not attested not anchored not stored refs pending

Aligning CodeLLMs with Direct Preference Optimization

Bofei Gao, Daoguang Zan, Jiaheng Liu, Jian Yang, Junyang Lin, Shanghaoran Quan, Tianyu Liu, Yibo Miao, Zhijie Deng

arxiv:2410.18585 v1 · 2024-10-24 · 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{OZVBJXF33S7M3PJQCKZXHVR4BJ}

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

2 papers in Pith

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation

CROP: Expert-Aligned Image Cropping via Compositional Reasoning and Optimizing Preference

Receipt and verification

First computed	2026-07-05T09:25:10.754712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

766a14dcbbdcbecdbd3012b373d63c0a642689c2f873bc54644cf84530c946a7

Aliases

arxiv: 2410.18585 · arxiv_version: 2410.18585v1 · doi: 10.48550/arxiv.2410.18585 · pith_short_12: OZVBJXF33S7M · pith_short_16: OZVBJXF33S7M3PJQ · pith_short_8: OZVBJXF3

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/OZVBJXF33S7M3PJQCKZXHVR4BJ \
  | 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: 766a14dcbbdcbecdbd3012b373d63c0a642689c2f873bc54644cf84530c946a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a5a504d9de9c0748b4f379baabf7f0a61f6cef5119b53923daf45226a1ceadc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-24T09:36:13Z",
    "title_canon_sha256": "6d79848fb7260f311774215e771db31f43185b6a1ba47ddb35413d326faf3c85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18585",
    "kind": "arxiv",
    "version": 1
  }
}