Pith Number

pith:QOJJAV5V

pith:2024:QOJJAV5VRSBAO26LE3YBUANG7R

not attested not anchored not stored refs pending

MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts

Cal Yang, Dengchun Li, Jie Zuo, Lei Duan, Mingjie Tang, Naizheng Wang, Yan Zhang, Yinghao Tang, Yingzi Ma, Zhengmao Ye, Zhiyuan Cheng

arxiv:2404.15159 v3 · 2024-04-22 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{QOJJAV5VRSBAO26LE3YBUANG7R}

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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

21 papers in Pith

Online Data Selection Is Implicit Alignment

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models

Predicting Mergeability of Parameter-Efficient Fine-Tuning Updates

Clinically Structured Rank-Gated LoRA for Cross-Benchmark Medical Question Answering

Receipt and verification

First computed	2026-07-05T08:46:24.418292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83929057b58c82076bcb26f01a01a6fc4579ae8830be46487380335b731e1fd8

Aliases

arxiv: 2404.15159 · arxiv_version: 2404.15159v3 · doi: 10.48550/arxiv.2404.15159 · pith_short_12: QOJJAV5VRSBA · pith_short_16: QOJJAV5VRSBAO26L · pith_short_8: QOJJAV5V

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/QOJJAV5VRSBAO26LE3YBUANG7R \
  | 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: 83929057b58c82076bcb26f01a01a6fc4579ae8830be46487380335b731e1fd8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee556ae81d557be3eacb3219f54e7300900feab991d4f1196d3406d24fc9268d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-22T02:15:52Z",
    "title_canon_sha256": "8ac4a13ca7eefbb88a1ef119dbdee4867318e33f59b289987c6099696cbc20e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15159",
    "kind": "arxiv",
    "version": 3
  }
}