Pith Number

pith:2DKPIKAF

pith:2024:2DKPIKAFX6QGIXA2DQIDIWS76X

not attested not anchored not stored refs pending

LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit

Chengtao Lv, Dacheng Tao, Ruihao Gong, Shiqiao Gu, Xianglong Liu, Yang Yong, Yunchen Zhang, Yushi Huang

arxiv:2405.06001 v3 · 2024-05-09 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2DKPIKAFX6QGIXA2DQIDIWS76X}

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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

2 papers in Pith

Smaller Models, Unexpected Costs: Trade-offs in LLM Quantization for Automated Program Repair

Collaborative Few-Step Distillation and Low-Bit Quantization for Wan2.2 Dual-Expert Video Diffusion Models

Receipt and verification

First computed	2026-07-05T09:17:41.431152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0d4f42805bfa0645c1a1c10345a5ff5e8496d12d82c8e835c4e7a61fc371f4c

Aliases

arxiv: 2405.06001 · arxiv_version: 2405.06001v3 · doi: 10.48550/arxiv.2405.06001 · pith_short_12: 2DKPIKAFX6QG · pith_short_16: 2DKPIKAFX6QGIXA2 · pith_short_8: 2DKPIKAF

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/2DKPIKAFX6QGIXA2DQIDIWS76X \
  | 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: d0d4f42805bfa0645c1a1c10345a5ff5e8496d12d82c8e835c4e7a61fc371f4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "919a46b72faa46e4bbcdfb48633f64ad654389715c3a13c5776a848031e07d9f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-09T11:49:05Z",
    "title_canon_sha256": "1468194d4e8dd9bf5b3ac08ed4f32fbc616c1b30681f2c80563cfeea0e472b6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.06001",
    "kind": "arxiv",
    "version": 3
  }
}