Pith Number

pith:KJ3VMQJ6

pith:2022:KJ3VMQJ6EN4HSIX2QEK2R7EPTJ

not attested not anchored not stored refs pending

SQuAT: Sharpness- and Quantization-Aware Training for BERT

Emma Strubell, Florian Metze, Juncheng B Li, Shuhui Qu, Zheng Wang

arxiv:2210.07171 v1 · 2022-10-13 · 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{KJ3VMQJ6EN4HSIX2QEK2R7EPTJ}

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

Neural Network Quantization by Learning Low-Loss Subspaces

Zero-Shot Quantization via Weight-Space Arithmetic

Receipt and verification

First computed	2026-07-05T05:06:25.307047Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

527756413e23787922fa8115a8fc8f9a6a55cc0a9ea1f71a86dab757ed6d3374

Aliases

arxiv: 2210.07171 · arxiv_version: 2210.07171v1 · doi: 10.48550/arxiv.2210.07171 · pith_short_12: KJ3VMQJ6EN4H · pith_short_16: KJ3VMQJ6EN4HSIX2 · pith_short_8: KJ3VMQJ6

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/KJ3VMQJ6EN4HSIX2QEK2R7EPTJ \
  | 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: 527756413e23787922fa8115a8fc8f9a6a55cc0a9ea1f71a86dab757ed6d3374

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fce3e1d1d239fb14d8fa3fdeed65ca1df6c3d6be2b34feeab12c5101057f8fb1",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-13T16:52:19Z",
    "title_canon_sha256": "40e5c0c90b9093fde4a9d69e68bb5baebefcb638d4be2183fe7d3702458dbc98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07171",
    "kind": "arxiv",
    "version": 1
  }
}