Pith Number

pith:5ITIMXHN

pith:2023:5ITIMXHNA6T7356FR6WYBRGUQP

not attested not anchored not stored refs pending

One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning

Arnav Chavan, Deepak Gupta, Eric Xing, Zhiqiang Shen, Zhuang Liu

arxiv:2306.07967 v2 · 2023-06-13 · cs.LG · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{5ITIMXHNA6T7356FR6WYBRGUQP}

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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

4 papers in Pith

EinSort: Sorting is All We Need for Tensorizing LLM

Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks

Hystar: Hypernetwork-driven Style-adaptive Retrieval via Dynamic SVD Modulation

BID-LoRA: A Parameter-Efficient Framework for Continual Learning and Unlearning

Receipt and verification

First computed	2026-07-05T07:01:02.631713Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea26865ced07a7fdf7c58fad80c4d483cf0ecd44f509a60d870a43d8aa1c859e

Aliases

arxiv: 2306.07967 · arxiv_version: 2306.07967v2 · doi: 10.48550/arxiv.2306.07967 · pith_short_12: 5ITIMXHNA6T7 · pith_short_16: 5ITIMXHNA6T7356F · pith_short_8: 5ITIMXHN

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/5ITIMXHNA6T7356FR6WYBRGUQP \
  | 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: ea26865ced07a7fdf7c58fad80c4d483cf0ecd44f509a60d870a43d8aa1c859e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f0218d8a6e9435cea836376b586c6c452aa699cb489cd5bbb13b1a25eeffcf4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-13T17:59:32Z",
    "title_canon_sha256": "00e358430f017bf516324ac83cd07583783440fb3686bfea2ebf0cf15ec5b0e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07967",
    "kind": "arxiv",
    "version": 2
  }
}