Pith Number

pith:P4LA2EIQ

pith:2025:P4LA2EIQBL75YSUOTD2KB2B2EZ

not attested not anchored not stored refs pending

Distillation of Large Language Models via Concrete Score Matching

Byeonghu Na, Donghyeok Shin, Il-Chul Moon, Mina Kang, Yeongmin Kim

arxiv:2509.25837 v3 · 2025-09-30 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P4LA2EIQBL75YSUOTD2KB2B2EZ}

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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

SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation

Receipt and verification

First computed	2026-06-02T01:03:34.377371Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f160d11100affdc4a8e98f4a0e83a267b418e2bfc1de329ecfd297afee5eb52

Aliases

arxiv: 2509.25837 · arxiv_version: 2509.25837v3 · doi: 10.48550/arxiv.2509.25837 · pith_short_12: P4LA2EIQBL75 · pith_short_16: P4LA2EIQBL75YSUO · pith_short_8: P4LA2EIQ

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/P4LA2EIQBL75YSUOTD2KB2B2EZ \
  | 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: 7f160d11100affdc4a8e98f4a0e83a267b418e2bfc1de329ecfd297afee5eb52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dce185b25e64d8c242e472f0e149eb83926b0946c1f9b0be9faf96acfc6c0b46",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-30T06:21:28Z",
    "title_canon_sha256": "71ba4fbce7f41eb0fea965ad73c2a88d27af0c221e7d0f8eec89f2ea2603a8e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.25837",
    "kind": "arxiv",
    "version": 3
  }
}