We are an AI research group led by Prof. Tri Dao
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Dao-AILab is an AI research group led by Prof. Tri Dao, with a significant presence on GitHub. The organization maintains a diverse array of public repositories, primarily utilizing programming languages such as Python, Cuda, C, C++, and HTML. Notable projects include flash-attention and quack, which showcase innovative approaches in AI and machine learning.
Fast and memory-efficient exact attention
A Quirky Assortment of CuTe Kernels
Causal depthwise conv1d in CUDA, with a PyTorch interface
Accelerating MoE with IO and Tile-aware Optimizations
Fast Hadamard transform in CUDA, with a PyTorch interface
Fast Polar Decomposition for Muon
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CUDA Templates for Linear Algebra Subroutines
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Dao-AILab focuses on developing tools and libraries for AI research. Their repositories include projects like flash-attention and quack, which are designed to enhance the efficiency and capabilities of machine learning applications.
Dao-AILab primarily uses Python and Cuda for their projects, along with C, C++, and HTML. This diverse language usage allows them to create high-performance AI solutions and interfaces.
Yes, all of Dao-AILab's repositories are public. This transparency allows other researchers and developers to access, contribute to, and utilize their work in the field of artificial intelligence.
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