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Pith Number

pith:IVDLZ4JW

pith:2024:IVDLZ4JWMXG4Q6RGZ4APVNJIMP
not attested not anchored not stored refs pending

Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models

Chihang Wang, Hongye Zheng, Jia Gao, Shuo Wang, Xiaoxuan Liao, Zhen Qi

arxiv:2412.19449 v1 · 2024-12-27 · cs.CL

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\usepackage{pith}
\pithnumber{IVDLZ4JWMXG4Q6RGZ4APVNJIMP}

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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 2026-07-05T09:54:35.799567Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4546bcf13665cdc87a26cf00fab52863cdf35bf7e31fd12ab459ef4bae319a0b

Aliases

arxiv: 2412.19449 · arxiv_version: 2412.19449v1 · doi: 10.48550/arxiv.2412.19449 · pith_short_12: IVDLZ4JWMXG4 · pith_short_16: IVDLZ4JWMXG4Q6RG · pith_short_8: IVDLZ4JW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IVDLZ4JWMXG4Q6RGZ4APVNJIMP \
  | 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: 4546bcf13665cdc87a26cf00fab52863cdf35bf7e31fd12ab459ef4bae319a0b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6e3424aed80414e0ab21eed9fb7d378ac06e6944ad01d4db02398a9f662005d8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-27T04:37:06Z",
    "title_canon_sha256": "f050e177f01933cf7efc683e8b7155a4573fcae27078d48d081252d9f2ca2a03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19449",
    "kind": "arxiv",
    "version": 1
  }
}