Pith Number

pith:ROTOHUFP

pith:2024:ROTOHUFPYB2APP6SROBSWJI35N

not attested not anchored not stored refs pending

Unlock the Correlation between Supervised Fine-Tuning and Reinforcement Learning in Training Code Large Language Models

Jie Chen, Liang Xiang, Xintian Han, Xun Zhou, Yu Ma

arxiv:2406.10305 v2 · 2024-06-14 · cs.SE · 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{ROTOHUFPYB2APP6SROBSWJI35N}

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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

2 papers in Pith

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

AutoOR: Scalably Post-training LLMs to Autoformalize Operations Research Problems

Receipt and verification

First computed	2026-07-05T09:50:02.983610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ba6e3d0afc07407bfd28b832b251beb68b52dba2f92175bc533e34445df9256

Aliases

arxiv: 2406.10305 · arxiv_version: 2406.10305v2 · doi: 10.48550/arxiv.2406.10305 · pith_short_12: ROTOHUFPYB2A · pith_short_16: ROTOHUFPYB2APP6S · pith_short_8: ROTOHUFP

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/ROTOHUFPYB2APP6SROBSWJI35N \
  | 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: 8ba6e3d0afc07407bfd28b832b251beb68b52dba2f92175bc533e34445df9256

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e29635f5d315749aa898f50c233c5fff0e49d0e7f3a4c0f128613f9c766908be",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-14T03:39:01Z",
    "title_canon_sha256": "11d3c8d24dd2b65c8256125c6cf014bf9cb185d0b3ec51887c6eeb63f44b45e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10305",
    "kind": "arxiv",
    "version": 2
  }
}