Pith Number

pith:ACTTRRPG

pith:2023:ACTTRRPGFCK5XYWWSEEYVZQDVB

not attested not anchored not stored refs pending

Understanding INT4 Quantization for Transformer Models: Latency Speedup, Composability, and Failure Cases

Cheng Li, Reza Yazdani Aminabadi, Xiaoxia Wu, Yuxiong He, Zhewei Yao

arxiv:2301.12017 v2 · 2023-01-27 · 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{ACTTRRPGFCK5XYWWSEEYVZQDVB}

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

2 papers in Pith

JuZhou 1.0 Technical Report: The First Edge-Native Text-to-Image Foundation Model Trained Entirely on China-Developed AI Accelerators

Yi: Open Foundation Models by 01.AI

Receipt and verification

First computed	2026-07-05T06:15:45.176039Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00a738c5e62895dbe2d691098ae603a8577e6d26927dbf449083fd281beccb22

Aliases

arxiv: 2301.12017 · arxiv_version: 2301.12017v2 · doi: 10.48550/arxiv.2301.12017 · pith_short_12: ACTTRRPGFCK5 · pith_short_16: ACTTRRPGFCK5XYWW · pith_short_8: ACTTRRPG

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/ACTTRRPGFCK5XYWWSEEYVZQDVB \
  | 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: 00a738c5e62895dbe2d691098ae603a8577e6d26927dbf449083fd281beccb22

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26f56a9b3d1a42d7e562e1925063a867ab87233c446fc13aadb58db069748d68",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-27T22:44:18Z",
    "title_canon_sha256": "b3371183b37756d1a652b5918654abda4079e05b302ba2ae4dfbdfa0d137d36c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12017",
    "kind": "arxiv",
    "version": 2
  }
}