Pith Number

pith:FBJWUXJT

pith:2023:FBJWUXJTYJILTZKCAIVH7ZAO3Q

not attested not anchored not stored refs pending

A Speed Odyssey for Deployable Quantization of LLMs

Bo Zhang, Liang Li, Qingyuan Li, Ran Meng, Xiangxiang Chu, Yerui Sun, Yiduo Li, Yifan Lu, Yuchen Xie

arxiv:2311.09550 v1 · 2023-11-16 · 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{FBJWUXJTYJILTZKCAIVH7ZAO3Q}

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

MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Receipt and verification

First computed	2026-07-05T07:13:29.544401Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28536a5d33c250b9e542022a7fe40edc1ebdb823ad69a8678286b7d645c30f95

Aliases

arxiv: 2311.09550 · arxiv_version: 2311.09550v1 · doi: 10.48550/arxiv.2311.09550 · pith_short_12: FBJWUXJTYJIL · pith_short_16: FBJWUXJTYJILTZKC · pith_short_8: FBJWUXJT

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/FBJWUXJTYJILTZKCAIVH7ZAO3Q \
  | 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: 28536a5d33c250b9e542022a7fe40edc1ebdb823ad69a8678286b7d645c30f95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60dbac1a4982f617c3235550d4b7b2ccf8910f315b6734c0ea0d3eac42e0a5cc",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-16T04:11:19Z",
    "title_canon_sha256": "f1482c46a180b75b5861f1235ce53d5eb6214100100ea6d1f29c27d72e0373c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09550",
    "kind": "arxiv",
    "version": 1
  }
}