Pith Number

pith:G4WP3TQ5

pith:2023:G4WP3TQ5PNKJLQQWQMLC2NGUAS

not attested not anchored not stored refs pending

Lion: Adversarial Distillation of Proprietary Large Language Models

Chunkit Chan, Mingyang Chen, Wei Wang, Yuxin Jiang

arxiv:2305.12870 v2 · 2023-05-22 · cs.CL

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\usepackage{pith}
\pithnumber{G4WP3TQ5PNKJLQQWQMLC2NGUAS}

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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

6 papers in Pith

TIP: Token Importance in On-Policy Distillation

Model Compression vs. Adversarial Robustness: An Empirical Study on Language Models for Code

A Metamorphic Testing Perspective on Knowledge Distillation for Language Models of Code: Does the Student Deeply Mimic the Teacher?

A Survey on Knowledge Distillation of Large Language Models

Receipt and verification

First computed	2026-07-05T07:00:44.591272Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

372cfdce1d7b5495c21683162d34d40496415a4f42f5215281dd3b00a2191124

Aliases

arxiv: 2305.12870 · arxiv_version: 2305.12870v2 · doi: 10.48550/arxiv.2305.12870 · pith_short_12: G4WP3TQ5PNKJ · pith_short_16: G4WP3TQ5PNKJLQQW · pith_short_8: G4WP3TQ5

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/G4WP3TQ5PNKJLQQWQMLC2NGUAS \
  | 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: 372cfdce1d7b5495c21683162d34d40496415a4f42f5215281dd3b00a2191124

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56a669680359cbf5f548141ea130cd341d78baf303dd82cc195fa80b8e82b931",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-22T09:49:16Z",
    "title_canon_sha256": "14d9a3ff4154effa85f4f57274e3d014f16064c646ffdd7946071cd5f3a68207"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.12870",
    "kind": "arxiv",
    "version": 2
  }
}