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🔎 ATLAS: runtime-learning accelerators delivering up to 4x faster LLM inference →

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🪛 Fine-Tuning Platform Upgrades: Larger Models, Longer Contexts →

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Inference
Long context retrieval models with Monarch Mixer

Jon Saad-Falcon, Dan Fu, Simran Arora

Inference
Mamba-3B-SlimPJ: State-space models rivaling the best Transformer architecture

Tri Dao, Albert Gu

Inference
Paving the way to efficient architectures: StripedHyena-7B, open source models offering a glimpse into a world beyond Transformers

Together

Kernels
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores

Dan Fu, Hermann Kumbong, Eric Nguyen, Chris Ré

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