Pith Number

pith:AQBO3LKX

pith:2024:AQBO3LKXPYJ4HF4XCGR7JCQP5A

not attested not anchored not stored refs pending

Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models

Chaofan Tao, Jiahao Wang, Ngai Wong, Runming Yang, Taiqiang Wu, Zhe Zhao

arxiv:2404.02657 v4 · 2024-04-03 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{AQBO3LKXPYJ4HF4XCGR7JCQP5A}

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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

5 papers in Pith

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

Measuring Model Robustness via Fisher Information: Spectral Bounds, Theoretical Guarantees, and Practical Algorithms

ADWIN: Adaptive Windows for Horizon-Aware On-Policy Distillation

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

When Are Teacher Tokens Reliable? Position-Weighted On-Policy Self-Distillation for Reasoning

Receipt and verification

First computed	2026-07-05T09:45:45.991228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0402edad577e13c3979711a3f48a0fe80dcd3a00797dd7bbb0b17e5e98467d9d

Aliases

arxiv: 2404.02657 · arxiv_version: 2404.02657v4 · doi: 10.48550/arxiv.2404.02657 · pith_short_12: AQBO3LKXPYJ4 · pith_short_16: AQBO3LKXPYJ4HF4X · pith_short_8: AQBO3LKX

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/AQBO3LKXPYJ4HF4XCGR7JCQP5A \
  | 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: 0402edad577e13c3979711a3f48a0fe80dcd3a00797dd7bbb0b17e5e98467d9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "010c66bb82a91a4ee1faf38aba3b8cdea1738f3a9a7ae98e80a0956c88f7c1f3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-03T11:40:17Z",
    "title_canon_sha256": "f1adabe0fafa3eb6cb0fb6f249f95fbdd733638f1b122ae775eb8677a11728a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02657",
    "kind": "arxiv",
    "version": 4
  }
}