Pith Number

pith:4FSKBH7F

pith:2023:4FSKBH7FC3MOG5ZTGGDMGSJP7Z

not attested not anchored not stored refs pending

Experts Weights Averaging: A New General Training Scheme for Vision Transformers

Peng Ye, Sheng Li, Tao Chen, Tong He, Wanli Ouyang, Xiaoshui Huang, Yongqi Huang

arxiv:2308.06093 v2 · 2023-08-11 · cs.CV · 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{4FSKBH7FC3MOG5ZTGGDMGSJP7Z}

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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

2 papers in Pith

AGoQ: Activation and Gradient Quantization for Memory-Efficient Distributed Training of LLMs

Receipt and verification

First computed	2026-07-05T06:44:35.228216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e164a09fe516d8e377333186c3492ffe6fb91df6eda7ea184b10971c53a26059

Aliases

arxiv: 2308.06093 · arxiv_version: 2308.06093v2 · doi: 10.48550/arxiv.2308.06093 · pith_short_12: 4FSKBH7FC3MO · pith_short_16: 4FSKBH7FC3MOG5ZT · pith_short_8: 4FSKBH7F

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/4FSKBH7FC3MOG5ZTGGDMGSJP7Z \
  | 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: e164a09fe516d8e377333186c3492ffe6fb91df6eda7ea184b10971c53a26059

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7353bfa40cb37ec43b020b5ef96d9063abc146e11f14626fd6a5c15d121d588",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-11T12:05:12Z",
    "title_canon_sha256": "89152f349fc795e8db307c69eb7e1eda7ac1f3c5419b4bfe6181a32609f89be7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.06093",
    "kind": "arxiv",
    "version": 2
  }
}