Pith Number

pith:27RH6NUN

pith:2025:27RH6NUNZIPSM6YXAITLFNBTZA

not attested not anchored not stored refs pending

Compression Scaling Laws:Unifying Sparsity and Quantization

Dan Alistarh, Elias Frantar, Neil Houlsby, Utku Evci, Wonpyo Park

arxiv:2502.16440 v1 · 2025-02-23 · cs.LG · 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{27RH6NUNZIPSM6YXAITLFNBTZA}

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

2 papers in Pith

GPTQ-intrinsic LoRA: A Near-optimal Algorithm for Low-precision Quantization with Low-rank Adaptation

From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction

Receipt and verification

First computed	2026-07-05T10:20:20.435296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7e27f368dca1f267b170226b2b433c8090b00f806e4fb50570332e40c9658ad

Aliases

arxiv: 2502.16440 · arxiv_version: 2502.16440v1 · doi: 10.48550/arxiv.2502.16440 · pith_short_12: 27RH6NUNZIPS · pith_short_16: 27RH6NUNZIPSM6YX · pith_short_8: 27RH6NUN

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/27RH6NUNZIPSM6YXAITLFNBTZA \
  | 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: d7e27f368dca1f267b170226b2b433c8090b00f806e4fb50570332e40c9658ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b843b0e2da776cb9e327a2b63a75dbc5c0e91728eb698912421ab24417eba849",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-23T04:47:36Z",
    "title_canon_sha256": "950cd84b1b59e615a7022db4036fda4b478f862ffe5220a050117a73fb63dc0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16440",
    "kind": "arxiv",
    "version": 1
  }
}