Pith Number

pith:HXJUSCFE

pith:2022:HXJUSCFEIFNLWGZK5XAY3PIN7S

not attested not anchored not stored refs pending

Efficient Knowledge Distillation from Model Checkpoints

Chaofei Wang, Gao Huang, Qisen Yang, Rui Huang, Shiji Song

arxiv:2210.06458 v1 · 2022-10-12 · 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{HXJUSCFEIFNLWGZK5XAY3PIN7S}

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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

1 paper in Pith

On the Generalization of Knowledge Distillation: An Information-Theoretic View

Receipt and verification

First computed	2026-07-05T05:06:00.935120Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3dd34908a4415abb1b2aedc18dbd0dfc926350eb0a877ebd163a5234c3fa1ff0

Aliases

arxiv: 2210.06458 · arxiv_version: 2210.06458v1 · doi: 10.48550/arxiv.2210.06458 · pith_short_12: HXJUSCFEIFNL · pith_short_16: HXJUSCFEIFNLWGZK · pith_short_8: HXJUSCFE

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/HXJUSCFEIFNLWGZK5XAY3PIN7S \
  | 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: 3dd34908a4415abb1b2aedc18dbd0dfc926350eb0a877ebd163a5234c3fa1ff0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30b5e2f2e97f8619228a1392ae73a92ae61425da3989d04fbfb791ac2e4edcd8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-12T17:55:30Z",
    "title_canon_sha256": "7c638906107371e60b7f5327db9e3af307e04acaacd5a8a39f1467d17a8cb9ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06458",
    "kind": "arxiv",
    "version": 1
  }
}