Pith Number

pith:J2OQ3OVK

pith:2024:J2OQ3OVKWCMXLXF3TNHBAQADPP

not attested not anchored not stored refs pending

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers

Bing Qin, Dongliang Xu, Liangyu Huo, Qing Yang, Xin Lu, Yanyan Zhao

arxiv:2403.02436 v3 · 2024-03-04 · 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{J2OQ3OVKWCMXLXF3TNHBAQADPP}

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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.

Receipt and verification

First computed	2026-07-05T09:28:48.394960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e9d0dbaaab09975dcbb9b4e1040037bdebb0aa50e59acffd0dc143e6d060979

Aliases

arxiv: 2403.02436 · arxiv_version: 2403.02436v3 · doi: 10.48550/arxiv.2403.02436 · pith_short_12: J2OQ3OVKWCMX · pith_short_16: J2OQ3OVKWCMXLXF3 · pith_short_8: J2OQ3OVK

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/J2OQ3OVKWCMXLXF3TNHBAQADPP \
  | 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: 4e9d0dbaaab09975dcbb9b4e1040037bdebb0aa50e59acffd0dc143e6d060979

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ec5d992152c99db5faf5c2bb061373c89cc899fb645e27254d7d5a9c455bd8b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-04T19:33:39Z",
    "title_canon_sha256": "e64b0d628c48f11ebf5a06852f0a77bbdb2b8c355d1abbe96d50b849a86cb931"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02436",
    "kind": "arxiv",
    "version": 3
  }
}