Pith Number

pith:MQ7D3HTD

pith:2024:MQ7D3HTD22I6DRJZXL25IM6JIB

not attested not anchored not stored refs pending

Do Influence Functions Work on Large Language Models?

Jun Sun, Wei Zhao, Yige Li, Zhe Li

arxiv:2409.19998 v2 · 2024-09-30 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{MQ7D3HTD22I6DRJZXL25IM6JIB}

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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

6 papers in Pith

DRIFT: Refining Instruction Data via On-Policy Data Attribution

Validity Threats for Foundation Model Research

Quantifying the Agreement Between Data-Influence and Data-Similarity to Understand LLM Behavior

A Human-Centric Framework for Data Attribution in Large Language Models

GradShield: Alignment Preserving Finetuning

Receipt and verification

First computed	2026-07-05T09:52:16.548940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

643e3d9e63d691e1c539baf5d433c9406a7e9a80a09c234b63546d4458339fcd

Aliases

arxiv: 2409.19998 · arxiv_version: 2409.19998v2 · doi: 10.48550/arxiv.2409.19998 · pith_short_12: MQ7D3HTD22I6 · pith_short_16: MQ7D3HTD22I6DRJZ · pith_short_8: MQ7D3HTD

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/MQ7D3HTD22I6DRJZXL25IM6JIB \
  | 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: 643e3d9e63d691e1c539baf5d433c9406a7e9a80a09c234b63546d4458339fcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb2f6702c4a690623eab5b79cce81b968a67e4d69f8180464c40ca4785327c3e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-30T06:50:18Z",
    "title_canon_sha256": "dd22d02404db60ec16090d333d9c76e7f768eeb43dbeb76671c6344b9913a6cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19998",
    "kind": "arxiv",
    "version": 2
  }
}