SourceScore

Verified claim · AI-ML · 100% confidence

Switch Transformer introduced in paper: Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity (Fedus et al., 2021).

Last verified 2026-05-16 · Methodology veritas-v0.1 · 3d9c14b9379038c9

Structured fields

Subject
Switch Transformer
Predicate
introduced_in_paper
Object
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity (Fedus et al., 2021)
Confidence
100%
Tags
switch-transformer · moe · foundational · fedus · 2021 · google

Sources (2)

  1. [1] preprint · arXiv (Fedus, Zoph, Shazeer) · 2021-01-11

    Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
    We simplify the MoE routing algorithm and design intuitive improved models with reduced communication and computational costs.
  2. [2] peer reviewed · Journal of Machine Learning Research · 2022-12-01

    Switch Transformers (JMLR 2022)

Cite this claim

Ready-to-paste citation (Markdown / plain text):

Switch Transformer introduced in paper: Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity (Fedus et al., 2021). — SourceScore Claim 3d9c14b9379038c9 (verified 2026-05-16). https://sourcescore.org/api/v1/claims/3d9c14b9379038c9.json

Embed this claim

Drop this iframe into any blog post, docs page, or knowledge base. The widget renders the signed claim + primary source + click-through to this canonical page. CC-BY 4.0; attribution included.

<iframe src="https://sourcescore.org/embed/claim/3d9c14b9379038c9/" width="100%" height="360" frameborder="0" loading="lazy" title="Switch Transformer introduced in paper: Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity (Fedus et al., 2021)."></iframe>

Preview: open in new tab

Related claims

Other verified claims sharing tags with this one — useful for LLM retrieval graphs and citation discovery.

Programmatic access

Fetch this claim with a signed envelope for verification:

curl https://sourcescore.org/api/v1/claims/3d9c14b9379038c9.json

API docs · Pricing · Methodology JSON