Pith. sign in
Pith Number

pith:DVA3XILX

pith:2025:DVA3XILXLPMF5ZNITGCL3GT3OJ
not attested not anchored not stored refs pending

NestQuant: Nested Lattice Quantization for Matrix Products and LLMs

Eitan Porat, Or Ordentlich, Semyon Savkin, Yury Polyanskiy

arxiv:2502.09720 v3 · 2025-02-13 · cs.LG · cs.AI · cs.IT · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{DVA3XILXLPMF5ZNITGCL3GT3OJ}

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

4 papers in Pith

HyperQuant: A Rate-Distortion-Optimal Quantization Pipeline for Large Language and Diffusion Models
High-Rate Quantized Matrix Multiplication II
High-Rate Quantized Matrix Multiplication I
High-Rate Quantized Matrix Multiplication II
Receipt and verification
First computed 2026-07-05T11:43:30.710057Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1d41bba1775bd85ee5a89984bd9a7b726b439cfd1c00b3dcf649afb93e1a74b8

Aliases

arxiv: 2502.09720 · arxiv_version: 2502.09720v3 · doi: 10.48550/arxiv.2502.09720 · pith_short_12: DVA3XILXLPMF · pith_short_16: DVA3XILXLPMF5ZNI · pith_short_8: DVA3XILX
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/DVA3XILXLPMF5ZNITGCL3GT3OJ \
  | 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: 1d41bba1775bd85ee5a89984bd9a7b726b439cfd1c00b3dcf649afb93e1a74b8
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "2596bff04de777165fb4931e051a2cf6f716ac5428d6cac30700cfa76cddcea6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-13T19:11:40Z",
    "title_canon_sha256": "e2c049a9826cc8e879fd346b8eedfc59970452fbf540ebd5ecf32abbfac599f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09720",
    "kind": "arxiv",
    "version": 3
  }
}