Pith Number

pith:UEFROMZ5

pith:2023:UEFROMZ5RD65RHZ4IIBXVJU3UD

not attested not anchored not stored refs pending

Scaling Vision-Language Models with Sparse Mixture of Experts

Chunyuan Li, Kurt Keutzer, Sheng Shen, Trevor Darrell, Yuxiong He, Zhewei Yao

arxiv:2303.07226 v1 · 2023-03-13 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{UEFROMZ5RD65RHZ4IIBXVJU3UD}

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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

4 papers in Pith

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models

Hyperbolic and Evidence-Prioritized Experts for Large Vision-Language Models

Beyond Routing: Characterising Expert Tuning and Representation in Vision Mixture-of-Experts

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Receipt and verification

First computed	2026-07-05T05:50:33.921892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a10b17333d88fdd89f3c42037aa69ba0d0a10019e934b07ef7698e024a13e1f4

Aliases

arxiv: 2303.07226 · arxiv_version: 2303.07226v1 · doi: 10.48550/arxiv.2303.07226 · pith_short_12: UEFROMZ5RD65 · pith_short_16: UEFROMZ5RD65RHZ4 · pith_short_8: UEFROMZ5

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/UEFROMZ5RD65RHZ4IIBXVJU3UD \
  | 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: a10b17333d88fdd89f3c42037aa69ba0d0a10019e934b07ef7698e024a13e1f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d41dc77d984dcd9fda45bc8cd9d92bbc1850245fee1c63f91276cf7cfbb35e41",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-13T16:00:31Z",
    "title_canon_sha256": "99e993cde0f757825a001f6ff70ca374e936482b468d92452350254f9726e19c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07226",
    "kind": "arxiv",
    "version": 1
  }
}