Pith Number

pith:GO2JW6EU

pith:2023:GO2JW6EUMAD3JSBFFKYG2NHAR2

not attested not anchored not stored refs pending

Knowledge Distillation for Efficient Sequences of Training Runs

Alex Leonardi, Chris Gilmer-Hill, Jonathan Frankle, Lu Yu, Matthew Leavitt, Xingyu Liu

arxiv:2303.06480 v1 · 2023-03-11 · cs.LG · cs.CV

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\usepackage{pith}
\pithnumber{GO2JW6EUMAD3JSBFFKYG2NHAR2}

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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

Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models

Receipt and verification

First computed	2026-07-05T05:50:19.288153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33b49b78946007b4c8252ab06d34e08e84ff8d1d2efc3829246013ff47f7da62

Aliases

arxiv: 2303.06480 · arxiv_version: 2303.06480v1 · doi: 10.48550/arxiv.2303.06480 · pith_short_12: GO2JW6EUMAD3 · pith_short_16: GO2JW6EUMAD3JSBF · pith_short_8: GO2JW6EU

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/GO2JW6EUMAD3JSBFFKYG2NHAR2 \
  | 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: 33b49b78946007b4c8252ab06d34e08e84ff8d1d2efc3829246013ff47f7da62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b8f1975b0a033d9c51a9bd3adebb6c1c00e17180e177da08aa07b1a1ad7d50e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-11T19:03:42Z",
    "title_canon_sha256": "fe26497a79d68a8ae6fb3c1af98347f834c974810f84e59f4f258c4c5353e24b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.06480",
    "kind": "arxiv",
    "version": 1
  }
}