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  # QMoE-400
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- **QMoE-400** is a 400 million parameter Sparse Mixture of Experts (MoE) model trained on the OpenWebText dataset using JAX/Flax on 8 TPU v3 chips.
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  This model serves as a research artifact for studying the compute efficiency of sparse architectures compared to dense transformers. It demonstrates how routing mechanisms can enable high-capacity models with lower inference costs.
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  # QMoE-400
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+ **QMoE-400** is a 400 million parameter Lightweight Sparse Mixture of Experts (MoE) model trained on the OpenWebText dataset using JAX/Flax on 8 TPU v3 chips.
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  This model serves as a research artifact for studying the compute efficiency of sparse architectures compared to dense transformers. It demonstrates how routing mechanisms can enable high-capacity models with lower inference costs.
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