Pith Number

pith:2Y5MH2Q6

pith:2023:2Y5MH2Q6YD5AQVILQEDNYIAN3G

not attested not anchored not stored refs pending

SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

Alexander Borzunov, Dan Alistarh, Denis Kuznedelev, Elias Frantar, Ruslan Svirschevski, Saleh Ashkboos, Tim Dettmers, Torsten Hoefler, Vage Egiazarian

arxiv:2306.03078 v1 · 2023-06-05 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2Y5MH2Q6YD5AQVILQEDNYIAN3G}

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

33 papers in Pith

HyperQuant: A Rate-Distortion-Optimal Quantization Pipeline for Large Language and Diffusion Models

OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers

TWLA: Achieving Ternary Weights and Low-Bit Activations for LLMs via Post-Training Quantization

ReCache: Learning Budget-Aware Caching Schedules for Diffusion Models via REINFORCE

MorphoQuant: Modality-Aware Quantization for Omni-modal Large Language Models

Receipt and verification

First computed	2026-07-05T06:17:34.654897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d63ac3ea1ec0fa08550b8106dc200dd9a7d8a266fd13e535663f90c019c41d11

Aliases

arxiv: 2306.03078 · arxiv_version: 2306.03078v1 · doi: 10.48550/arxiv.2306.03078 · pith_short_12: 2Y5MH2Q6YD5A · pith_short_16: 2Y5MH2Q6YD5AQVIL · pith_short_8: 2Y5MH2Q6

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/2Y5MH2Q6YD5AQVILQEDNYIAN3G \
  | 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: d63ac3ea1ec0fa08550b8106dc200dd9a7d8a266fd13e535663f90c019c41d11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a796ac8b573e3a28c21217e5084cd675727ba964e3a738b6066b50ca88312c41",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-05T17:53:28Z",
    "title_canon_sha256": "88a8a8290e8d6eccf55142450c02fc06af3ee70c5aa843ab1fd7978bd80ad197"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03078",
    "kind": "arxiv",
    "version": 1
  }
}