Pith. sign in
Pith Number

pith:T2RWRHLV

pith:2025:T2RWRHLVFUFC5NLKXBV45C4LBY
not attested not anchored not stored refs pending

Scaling Laws for Floating Point Quantization Training

An Wang, Chengzhong Xu, Di Wang, Jie Jiang, Jinbao Xue, Kan Wu, Ruobing Xie, Shuai Li, Shuaipeng Li, Weidong Han, Xingwu Sun, Yangyu Tao, Yixing Li, Yu Cheng, Zhanhui Kang, Zhen Yang

arxiv:2501.02423 v3 · 2025-01-05 · cs.LG · cs.AR · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{T2RWRHLVFUFC5NLKXBV45C4LBY}

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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.
Receipt and verification
First computed 2026-07-05T11:15:41.578470Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9ea3689d752d0a2eb56ab86bce8b8b0e33e64b887ea32913c835af72cb6f6a23

Aliases

arxiv: 2501.02423 · arxiv_version: 2501.02423v3 · doi: 10.48550/arxiv.2501.02423 · pith_short_12: T2RWRHLVFUFC · pith_short_16: T2RWRHLVFUFC5NLK · pith_short_8: T2RWRHLV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/T2RWRHLVFUFC5NLKXBV45C4LBY \
  | 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: 9ea3689d752d0a2eb56ab86bce8b8b0e33e64b887ea32913c835af72cb6f6a23
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f1b1684eef08eacb1a2e2af9c4cd4d08927fe1eff7c5d9c2deb39e482a91f2de",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-05T02:30:41Z",
    "title_canon_sha256": "16748ae03f1dc767f782ac5a4aae96b9c45577d49f028b80bbe7c5a08f005072"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02423",
    "kind": "arxiv",
    "version": 3
  }
}