Pith Number

pith:OGTBBMDT

pith:2023:OGTBBMDTITVUVT37FPXLD25FPN

not attested not anchored not stored refs pending

LM-Cocktail: Resilient Tuning of Language Models via Model Merging

Peitian Zhang, Shitao Xiao, Xingrun Xing, Zheng Liu

arxiv:2311.13534 v4 · 2023-11-22 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OGTBBMDTITVUVT37FPXLD25FPN}

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

Retrieval-Augmented Generation for AI-Generated Content: A Survey

Receipt and verification

First computed	2026-07-05T07:21:46.256141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71a610b07344eb4acf7f2beeb1eba57b4ec21f7d1a8e1692926bb3a5cb7cf0d6

Aliases

arxiv: 2311.13534 · arxiv_version: 2311.13534v4 · doi: 10.48550/arxiv.2311.13534 · pith_short_12: OGTBBMDTITVU · pith_short_16: OGTBBMDTITVUVT37 · pith_short_8: OGTBBMDT

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/OGTBBMDTITVUVT37FPXLD25FPN \
  | 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: 71a610b07344eb4acf7f2beeb1eba57b4ec21f7d1a8e1692926bb3a5cb7cf0d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "150cd12103b74264e0bd267a4490c4987763392cca63ec789fa4fbc7c8799515",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-22T17:14:54Z",
    "title_canon_sha256": "bd8555b4e33dde130abfec259b316ce6c83c98540237b49e1e9ef2f915980d35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13534",
    "kind": "arxiv",
    "version": 4
  }
}