Pith Number

pith:P23HZNMC

pith:2024:P23HZNMCS3YT6S3VHQRUZDEMEX

not attested not anchored not stored refs pending

Fast Matrix Multiplications for Lookup Table-Quantized LLMs

Eric P. Xing, Han Guo, Jonathan Ragan-Kelley, Radostin Cholakov, William Brandon, Yoon Kim

arxiv:2407.10960 v4 · 2024-07-15 · cs.LG · cs.CL · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P23HZNMCS3YT6S3VHQRUZDEMEX}

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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.

Cited by

1 paper in Pith

Pushing the Limits of Large Language Model Quantization via the Linearity Theorem

Receipt and verification

First computed	2026-07-05T10:02:04.971630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7eb67cb58296f13f4b753c234c8c8c25d9a2e4186370b796195e0612916c197c

Aliases

arxiv: 2407.10960 · arxiv_version: 2407.10960v4 · doi: 10.48550/arxiv.2407.10960 · pith_short_12: P23HZNMCS3YT · pith_short_16: P23HZNMCS3YT6S3V · pith_short_8: P23HZNMC

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/P23HZNMCS3YT6S3VHQRUZDEMEX \
  | 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: 7eb67cb58296f13f4b753c234c8c8c25d9a2e4186370b796195e0612916c197c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52c3289a47009d5e7686d89050f3de9c949841fbca6e8856856e8f899034cdc7",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-15T17:55:42Z",
    "title_canon_sha256": "87745d22e979d7bb5d5a93283ebf14e1ea2ddf901e54510905aa458322b32a22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.10960",
    "kind": "arxiv",
    "version": 4
  }
}