Pith Number

pith:FZXOUAOJ

pith:2023:FZXOUAOJTGOBZLAVOJXMC72OOH

not attested not anchored not stored refs pending

On student-teacher deviations in distillation: does it pay to disobey?

Aditya Krishna Menon, Hossein Mobahi, Sanjiv Kumar, Srinadh Bhojanapalli, Vaishnavh Nagarajan

arxiv:2301.12923 v3 · 2023-01-30 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FZXOUAOJTGOBZLAVOJXMC72OOH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling

Receipt and verification

First computed	2026-07-05T07:57:39.276378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e6eea01c9999c1cac15726ec17f4e71e5a3bbfbd0cad60259589b770f9207eb

Aliases

arxiv: 2301.12923 · arxiv_version: 2301.12923v3 · doi: 10.48550/arxiv.2301.12923 · pith_short_12: FZXOUAOJTGOB · pith_short_16: FZXOUAOJTGOBZLAV · pith_short_8: FZXOUAOJ

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/FZXOUAOJTGOBZLAVOJXMC72OOH \
  | 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: 2e6eea01c9999c1cac15726ec17f4e71e5a3bbfbd0cad60259589b770f9207eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d1c02eb7504aca0c2ec21d03e26bab0f9d549955bc86b136d81e5d19b1db440",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-30T14:25:02Z",
    "title_canon_sha256": "e9e30ef8c00fe7aec9f96cddd38838d7874e840c4f0856c90391a8a921bffae4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12923",
    "kind": "arxiv",
    "version": 3
  }
}