Pith Number

pith:754W2V7D

pith:2024:754W2V7D5TPV2TAH2L36LCB3FG

not attested not anchored not stored refs pending

Recovering the Pre-Fine-Tuning Weights of Generative Models

Eliahu Horwitz, Jonathan Kahana, Yedid Hoshen

arxiv:2402.10208 v2 · 2024-02-15 · cs.LG · cs.CL · cs.CR · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{754W2V7D5TPV2TAH2L36LCB3FG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense

Receipt and verification

First computed	2026-07-05T08:38:36.433221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff796d57e3ecdf5d4c07d2f7e5883b29be6b88a97ff0ea4410ef3eec3bbb912b

Aliases

arxiv: 2402.10208 · arxiv_version: 2402.10208v2 · doi: 10.48550/arxiv.2402.10208 · pith_short_12: 754W2V7D5TPV · pith_short_16: 754W2V7D5TPV2TAH · pith_short_8: 754W2V7D

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/754W2V7D5TPV2TAH2L36LCB3FG \
  | 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: ff796d57e3ecdf5d4c07d2f7e5883b29be6b88a97ff0ea4410ef3eec3bbb912b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b71715fd2796b2bb9e29f95eaac0593e70d84fccdf602b9c70cbb4a90537225",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-15T18:59:02Z",
    "title_canon_sha256": "ffbb2ffa43297e2add9cc761c691074d0be8edf878450da1ec702e215b7d9a4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10208",
    "kind": "arxiv",
    "version": 2
  }
}