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Pith Number

pith:MDBXT7CK

pith:2024:MDBXT7CKA2IMOFQKBCD5KNHRXC
not attested not anchored not stored refs pending

KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation

Marek Teichmann, Rambod Azimi, Rishav Rishav, Samira Ebrahimi Kahou

arxiv:2410.20777 v1 · 2024-10-28 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{MDBXT7CKA2IMOFQKBCD5KNHRXC}

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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

Receipt and verification
First computed 2026-07-05T09:27:10.867518Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

60c379fc4a0690c7160a0887d534f1b8acc3f7c14d1b9016b3af2910b20bf23f

Aliases

arxiv: 2410.20777 · arxiv_version: 2410.20777v1 · doi: 10.48550/arxiv.2410.20777 · pith_short_12: MDBXT7CKA2IM · pith_short_16: MDBXT7CKA2IMOFQK · pith_short_8: MDBXT7CK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MDBXT7CKA2IMOFQKBCD5KNHRXC \
  | 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: 60c379fc4a0690c7160a0887d534f1b8acc3f7c14d1b9016b3af2910b20bf23f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d810f5f05869f0789f9065acd284c4c658cf95ad6b371ab78438459fd58e61f5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-28T06:38:24Z",
    "title_canon_sha256": "4fdfeb565205506e63008876f7850230ae99d5f24c431ee44c08cb180a873054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20777",
    "kind": "arxiv",
    "version": 1
  }
}