Pith Number

pith:MGHHH5LO

pith:2025:MGHHH5LOYYSP6W7HWDKXP5K6O2

not attested not anchored not stored refs pending

GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models

Pengxiang Zhao, Xiaoming Yuan

arxiv:2501.12956 v3 · 2025-01-22 · cs.LG · cs.AI · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MGHHH5LOYYSP6W7HWDKXP5K6O2}

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.

Receipt and verification

First computed	2026-07-05T11:18:17.201037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

618e73f56ec624ff5be7b0d577f55e7694026024cfcaf146194127af77f2380d

Aliases

arxiv: 2501.12956 · arxiv_version: 2501.12956v3 · doi: 10.48550/arxiv.2501.12956 · pith_short_12: MGHHH5LOYYSP · pith_short_16: MGHHH5LOYYSP6W7H · pith_short_8: MGHHH5LO

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/MGHHH5LOYYSP6W7HWDKXP5K6O2 \
  | 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: 618e73f56ec624ff5be7b0d577f55e7694026024cfcaf146194127af77f2380d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcb4231ffc5da1c6e614d24885e6c7e0b948ef422919bc9b315809acba6b12cc",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-22T15:29:09Z",
    "title_canon_sha256": "802dae09d879f1ff31708a9613344a4ccc25e19048de670ad6f0bcc6e0806af5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12956",
    "kind": "arxiv",
    "version": 3
  }
}