Pith Number

pith:WS4AZZ2D

pith:2025:WS4AZZ2D6LOA2IIP4AOP5BT4ZE

not attested not anchored not stored refs pending

WUSH: Near-Optimal Adaptive Transforms for LLM Quantization

Dan Alistarh, Jiale Chen, Roberto L. Castro, Torsten Hoefler, Vage Egiazarian

arxiv:2512.00956 v3 · 2025-11-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WS4AZZ2D6LOA2IIP4AOP5BT4ZE}

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

High-Rate Quantized Matrix Multiplication I

Receipt and verification

First computed	2026-06-02T01:03:38.900748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4b80ce743f2dc0d210fe01cfe867cc9340354f7daf38f72127d12a9b2c99d60

Aliases

arxiv: 2512.00956 · arxiv_version: 2512.00956v3 · doi: 10.48550/arxiv.2512.00956 · pith_short_12: WS4AZZ2D6LOA · pith_short_16: WS4AZZ2D6LOA2IIP · pith_short_8: WS4AZZ2D

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/WS4AZZ2D6LOA2IIP4AOP5BT4ZE \
  | 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: b4b80ce743f2dc0d210fe01cfe867cc9340354f7daf38f72127d12a9b2c99d60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "713026ed4061b255b1e121748ef3c5e75756a455edcd62c364bd04af1a9d05e5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-30T16:17:34Z",
    "title_canon_sha256": "1bfc0e1bdc6179330c6a8793a09db3421f0afc92c9091e17146ccd8405f20ed3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.00956",
    "kind": "arxiv",
    "version": 3
  }
}