Pith Number

pith:JALUH5OT

pith:2023:JALUH5OTSAZV5EVF4EFYBEMQJL

not attested not anchored not stored refs pending

Demystifying Instruction Mixing for Fine-tuning Large Language Models

Chiyu Zhang, Haonan Li, Minghao Wu, Renxi Wang, Timothy Baldwin, Xudong Han, Yuxia Wang

arxiv:2312.10793 v3 · 2023-12-17 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JALUH5OTSAZV5EVF4EFYBEMQJL}

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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

1 paper in Pith

Beyond Monolingual Assumptions: A Survey of Code-Switched NLP in the Era of Large Language Models across Modalities

Receipt and verification

First computed	2026-07-05T07:46:28.913389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

481743f5d390335e92a5e10b8091904af832b500596a92023a72aa488873b0c8

Aliases

arxiv: 2312.10793 · arxiv_version: 2312.10793v3 · doi: 10.48550/arxiv.2312.10793 · pith_short_12: JALUH5OTSAZV · pith_short_16: JALUH5OTSAZV5EVF · pith_short_8: JALUH5OT

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/JALUH5OTSAZV5EVF4EFYBEMQJL \
  | 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: 481743f5d390335e92a5e10b8091904af832b500596a92023a72aa488873b0c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "996b76e5b6342b9218ec4553c8b740847da5329856502d3caeedb15f94383ff7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-17T18:44:26Z",
    "title_canon_sha256": "f182218126f52c0ab7ea871bc919f4414e574ab66c3be1a7df7ddce24ac235c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10793",
    "kind": "arxiv",
    "version": 3
  }
}