Pith Number

pith:CKEPFR2H

pith:2024:CKEPFR2HHCEARK7XFY5T6SPPBB

not attested not anchored not stored refs pending

All-in-One Tuning and Structural Pruning for Domain-Specific LLMs

Fangyi Li, Jie Xu, Lei Lu, Mengbing Wang, Runxue Bao, Shangqian Gao, Weiwen Jiang, Yanzhi Wang, Yawen Wu, Zhepeng Wang

arxiv:2412.14426 v2 · 2024-12-19 · 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{CKEPFR2HHCEARK7XFY5T6SPPBB}

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

Safe Screening Rules for Group SLOPE

Receipt and verification

First computed	2026-07-05T09:52:20.415573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1288f2c747388808abf72e3b3f49ef087fd421eb397ceaceb33faa536d9c7280

Aliases

arxiv: 2412.14426 · arxiv_version: 2412.14426v2 · doi: 10.48550/arxiv.2412.14426 · pith_short_12: CKEPFR2HHCEA · pith_short_16: CKEPFR2HHCEARK7X · pith_short_8: CKEPFR2H

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/CKEPFR2HHCEARK7XFY5T6SPPBB \
  | 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: 1288f2c747388808abf72e3b3f49ef087fd421eb397ceaceb33faa536d9c7280

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a200a600c4671a898e338ce37085d601a6f1d13b817e07f374534807939fa111",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-19T00:41:40Z",
    "title_canon_sha256": "150a7d8a729e19da0b82d00abdcfeb984ec79f161f0c95e6892ce3456869b5f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14426",
    "kind": "arxiv",
    "version": 2
  }
}