Pith. sign in
Pith Number

pith:V4U3Z6QI

pith:2025:V4U3Z6QIHPVYV335CXUALYL6CH
not attested not anchored not stored refs pending

Warmup-Distill: Bridge the Distribution Mismatch between Teacher and Student before Knowledge Distillation

Fandong Meng, Jie Zhou, Jinan Xu, Yijin Liu, Yufeng Chen, Zengkui Sun

arxiv:2502.11766 v1 · 2025-02-17 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V4U3Z6QIHPVYV335CXUALYL6CH}

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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.
Receipt and verification
First computed 2026-07-05T10:15:33.826652Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

af29bcfa083beb8aef7d15e805e17e11c50bb8c86de2a348f72ee641fd94d0c1

Aliases

arxiv: 2502.11766 · arxiv_version: 2502.11766v1 · doi: 10.48550/arxiv.2502.11766 · pith_short_12: V4U3Z6QIHPVY · pith_short_16: V4U3Z6QIHPVYV335 · pith_short_8: V4U3Z6QI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V4U3Z6QIHPVYV335CXUALYL6CH \
  | 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: af29bcfa083beb8aef7d15e805e17e11c50bb8c86de2a348f72ee641fd94d0c1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ef78c952f164e27842d552ba111932b20267fc91acb02d7f86f9c1b67909520e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T12:58:12Z",
    "title_canon_sha256": "e2c5e01f2aa1dd2191c5e314b56f919137c1ebec6cf894d717240fa4159e7455"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11766",
    "kind": "arxiv",
    "version": 1
  }
}