Pith Number

pith:SRPTMO2C

pith:2024:SRPTMO2C5FU4H42BL4XJRMUTEQ

not attested not anchored not stored refs pending

Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models

Chia-Mu Yu, Chia-Yi Hsu, Chih-Hsun Lin, Chun-Ying Huang, Pin-Yu Chen, Yu-Lin Tsai

arxiv:2405.16833 v2 · 2024-05-27 · cs.LG

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\usepackage{pith}
\pithnumber{SRPTMO2C5FU4H42BL4XJRMUTEQ}

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Record completeness

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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

2 papers in Pith

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey

SafeAnchor: Preventing Cumulative Safety Erosion in Continual Domain Adaptation of Large Language Models

Receipt and verification

First computed	2026-07-05T09:56:51.809404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

945f363b42e969c3f3415f2e98b2932403856e416efc01119bd0c18632848748

Aliases

arxiv: 2405.16833 · arxiv_version: 2405.16833v2 · doi: 10.48550/arxiv.2405.16833 · pith_short_12: SRPTMO2C5FU4 · pith_short_16: SRPTMO2C5FU4H42B · pith_short_8: SRPTMO2C

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/SRPTMO2C5FU4H42BL4XJRMUTEQ \
  | 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: 945f363b42e969c3f3415f2e98b2932403856e416efc01119bd0c18632848748

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "840943178a8e606db289fb2e46b86ea8f9e31c5d8041ddb7417c94a7802ee7b9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T05:04:05Z",
    "title_canon_sha256": "293fa5b6902b0b1fb3983d4f1cff2483142a2d07e1f9be00ed9218e5d68561fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16833",
    "kind": "arxiv",
    "version": 2
  }
}