Pith Number

pith:YH2KS66N

pith:2025:YH2KS66NZI4KHPEIHYL7A54ZJ2

not attested not anchored not stored refs pending

KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning

Fei Mi, Heyuan Deng, Hongling Xu, Jinpeng Li, Lifeng Shang, Lu Hou, Qi Zhu, Ruifeng Xu, Yasheng Wang

arxiv:2506.02208 v1 · 2025-06-02 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{YH2KS66NZI4KHPEIHYL7A54ZJ2}

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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

13 papers in Pith

Weak-to-Strong Generalization via Direct On-Policy Distillation

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

Cross-lingual Self-Consistency for Multilingual Reasoning with Language Models

One-Way Policy Optimization for Self-Evolving LLMs

AIPO: Learning to Reason from Active Interaction

Receipt and verification

First computed	2026-07-05T11:14:34.391770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1f4a97bcdca38a3bc883e17f077994ebfe6e73603cdb27af60cbf28a2cffd62

Aliases

arxiv: 2506.02208 · arxiv_version: 2506.02208v1 · doi: 10.48550/arxiv.2506.02208 · pith_short_12: YH2KS66NZI4K · pith_short_16: YH2KS66NZI4KHPEI · pith_short_8: YH2KS66N

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/YH2KS66NZI4KHPEIHYL7A54ZJ2 \
  | 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: c1f4a97bcdca38a3bc883e17f077994ebfe6e73603cdb27af60cbf28a2cffd62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28638f0d4c8cb094725f000140dd681200b425db203d1c1600c154343221046d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-02T19:46:41Z",
    "title_canon_sha256": "9a9c05406029c353ddde54563c5f6b983b55028d907667d91d459d51067430d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02208",
    "kind": "arxiv",
    "version": 1
  }
}