Pith Number

pith:YJS7OYRU

pith:2023:YJS7OYRUBMHL6YKANM4ZI2IPNK

not attested not anchored not stored refs pending

Towards A Unified View of Sparse Feed-Forward Network in Pretraining Large Language Model

Tim Dettmers, Veselin Stoyanov, Xian Li, Xi Victoria Lin, Zeyu Leo Liu

arxiv:2305.13999 v3 · 2023-05-23 · 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{YJS7OYRUBMHL6YKANM4ZI2IPNK}

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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

The power of fine-grained experts: Granularity boosts expressivity in Mixture of Experts

Receipt and verification

First computed	2026-07-05T07:04:16.107380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c265f762340b0ebf61406b3994690f6a8f905e51a7310f829ae238fa3052accf

Aliases

arxiv: 2305.13999 · arxiv_version: 2305.13999v3 · doi: 10.48550/arxiv.2305.13999 · pith_short_12: YJS7OYRUBMHL · pith_short_16: YJS7OYRUBMHL6YKA · pith_short_8: YJS7OYRU

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/YJS7OYRUBMHL6YKANM4ZI2IPNK \
  | 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: c265f762340b0ebf61406b3994690f6a8f905e51a7310f829ae238fa3052accf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d3a600682a7727f038c55bb61f1475039297786cfcd04b47476356313dc8a6c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T12:28:37Z",
    "title_canon_sha256": "90244bc870fc1accb497ab7f612a3bf0339b307314d21f6059a7c2c23e83b4fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13999",
    "kind": "arxiv",
    "version": 3
  }
}