Pith Number

pith:W5NBQWWX

pith:2021:W5NBQWWXC2ZWJGU7ZTFBQNLXYU

not attested not anchored not stored refs pending

I-BERT: Integer-only BERT Quantization

Amir Gholami, Kurt Keutzer, Michael W. Mahoney, Sehoon Kim, Zhewei Yao

arxiv:2101.01321 v3 · 2021-01-05 · 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{W5NBQWWXC2ZWJGU7ZTFBQNLXYU}

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

SEADA: An efficient methodology for optimizing mixed-precision DNNs on multi-precision spatial architectures

When Flat Minima Fail: Characterizing INT4 Quantization Collapse After FP32 Convergence

Receipt and verification

First computed	2026-07-05T04:18:46.313940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b75a185ad716b3649a9fccca183577c502b7b9951fbb93170be4253645583567

Aliases

arxiv: 2101.01321 · arxiv_version: 2101.01321v3 · doi: 10.48550/arxiv.2101.01321 · pith_short_12: W5NBQWWXC2ZW · pith_short_16: W5NBQWWXC2ZWJGU7 · pith_short_8: W5NBQWWX

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/W5NBQWWXC2ZWJGU7ZTFBQNLXYU \
  | 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: b75a185ad716b3649a9fccca183577c502b7b9951fbb93170be4253645583567

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff1a64a1d9a089eed9dcdceaad016e2a1cc192ea4d86cc215bee75304a77fde8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-01-05T02:42:58Z",
    "title_canon_sha256": "1111619c98fa268492395eed012c6683e8d7025d50126cfd70450fc7843e56f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.01321",
    "kind": "arxiv",
    "version": 3
  }
}