Pith Number

pith:T56B4GLY

pith:2024:T56B4GLYCQEDAZWLL5NXKNKERN

not attested not anchored not stored refs pending

Foundations of Large Language Model Compression -- Part 1: Weight Quantization

Sean I. Young

arxiv:2409.02026 v2 · 2024-09-03 · 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{T56B4GLYCQEDAZWLL5NXKNKERN}

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

Contraction-Gauge Preconditioning for Quantized Matrix Multiplication

Receipt and verification

First computed	2026-07-05T09:15:14.234714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f7c1e197814083066cb5f5b7535448b7a65a77baa5cb73511c67884fb2d1c2d

Aliases

arxiv: 2409.02026 · arxiv_version: 2409.02026v2 · doi: 10.48550/arxiv.2409.02026 · pith_short_12: T56B4GLYCQED · pith_short_16: T56B4GLYCQEDAZWL · pith_short_8: T56B4GLY

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/T56B4GLYCQEDAZWLL5NXKNKERN \
  | 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: 9f7c1e197814083066cb5f5b7535448b7a65a77baa5cb73511c67884fb2d1c2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b55bb4c4ad33fa604a15078460c5cf6abd5b41f855728961d8d426aa78765b28",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-03T16:20:22Z",
    "title_canon_sha256": "2210e62119f265696dde58a2e79b49946a3d382fd273648b0886443c709ef9f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02026",
    "kind": "arxiv",
    "version": 2
  }
}