Pith Number

pith:JZCBAAQP

pith:2025:JZCBAAQPHHX3RZLSPT6NAP5UOP

not attested not anchored not stored refs pending

Parameter-Efficient Fine-Tuning for Foundation Models

Dan Zhang, Jie Tang, Lilong Xue, Tao Feng, YuanDong Wang, Yuxiao Dong

arxiv:2501.13787 v1 · 2025-01-23 · cs.CL · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JZCBAAQPHHX3RZLSPT6NAP5UOP}

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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

The Hidden Power of Scaling Factor in LoRA Optimization

HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST

CURE:Circuit-Aware Unlearning for LLM-based Recommendation

IntentVLM: Open-Vocabulary Intention Recognition through Forward-Inverse Modeling with Video-Language Models

Receipt and verification

First computed	2026-07-05T10:04:33.972591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e4410020f39efb8e5727cfcd03fb473ce86a4a3313fe7c7bc18a053881dbf48

Aliases

arxiv: 2501.13787 · arxiv_version: 2501.13787v1 · doi: 10.48550/arxiv.2501.13787 · pith_short_12: JZCBAAQPHHX3 · pith_short_16: JZCBAAQPHHX3RZLS · pith_short_8: JZCBAAQP

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/JZCBAAQPHHX3RZLSPT6NAP5UOP \
  | 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: 4e4410020f39efb8e5727cfcd03fb473ce86a4a3313fe7c7bc18a053881dbf48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ad43336bcff6eedbcaa06542751f1300e9173da44a1ef9736f604e25660fbe8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-23T16:04:23Z",
    "title_canon_sha256": "5af8040f62a98b30155a3303a0637ddf99aa3418f2ac3746b9bbea29a77fccfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13787",
    "kind": "arxiv",
    "version": 1
  }
}