Pith Number

pith:V3O2HPQT

pith:2024:V3O2HPQTLEBRC6WX4PEHPUTMQV

not attested not anchored not stored refs pending

MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning

Dan Chen, Huanran Zheng, Jingfan Zhang, Wei Zhu, Xing Tian, Yi Zhao

arxiv:2410.18035 v1 · 2024-10-23 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V3O2HPQTLEBRC6WX4PEHPUTMQV}

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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

Little by Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts

Receipt and verification

First computed	2026-07-05T09:24:48.426974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aedda3be135903117ad7e3c877d26c8570383ac3b10944760a5d78d497305ed3

Aliases

arxiv: 2410.18035 · arxiv_version: 2410.18035v1 · doi: 10.48550/arxiv.2410.18035 · pith_short_12: V3O2HPQTLEBR · pith_short_16: V3O2HPQTLEBRC6WX · pith_short_8: V3O2HPQT

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/V3O2HPQTLEBRC6WX4PEHPUTMQV \
  | 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: aedda3be135903117ad7e3c877d26c8570383ac3b10944760a5d78d497305ed3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb5b90c97a081c0402cbabc82e2e012c4cd038a2e18b5a9c954dcb68e52f3349",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-23T17:04:40Z",
    "title_canon_sha256": "8be6f36f9695a995b96192a997b75fe1920a093830d1fd084913dec494a40c7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18035",
    "kind": "arxiv",
    "version": 1
  }
}