Pith Number

pith:3RCYJBPZ

pith:2022:3RCYJBPZYVYWV7ZX3EPX5WEHOW

not attested not anchored not stored refs pending

TorchScale: Transformers at Scale

Alon Benhaim, Barun Patra, Furu Wei, Hongyu Wang, Li Dong, Shaohan Huang, Shuming Ma, Vishrav Chaudhary, Wenhui Wang, Xia Song, Zewen Chi

arxiv:2211.13184 v1 · 2022-11-23 · 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{3RCYJBPZYVYWV7ZX3EPX5WEHOW}

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

3 papers in Pith

Language Is Not All You Need: Aligning Perception with Language Models

Kosmos-2: Grounding Multimodal Large Language Models to the World

Retentive Network: A Successor to Transformer for Large Language Models

Receipt and verification

First computed	2026-07-05T05:18:59.262707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc458485f9c5716aff37d91f7ed887758d29591d18bdfba2941d195654e6e6c1

Aliases

arxiv: 2211.13184 · arxiv_version: 2211.13184v1 · doi: 10.48550/arxiv.2211.13184 · pith_short_12: 3RCYJBPZYVYW · pith_short_16: 3RCYJBPZYVYWV7ZX · pith_short_8: 3RCYJBPZ

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/3RCYJBPZYVYWV7ZX3EPX5WEHOW \
  | 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: dc458485f9c5716aff37d91f7ed887758d29591d18bdfba2941d195654e6e6c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fcfe50d0a89b39b0992dbe2baf418eed5c791b062cad79ac9a6bfc140154baa",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-23T17:58:51Z",
    "title_canon_sha256": "dbab5e2cfccbfafe023392f57195a3f8deb8edf9c64843bbfe8bd709f6fee6c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13184",
    "kind": "arxiv",
    "version": 1
  }
}