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Achievement: Pair Extraordinairex4Achievement: QuickdrawAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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  1. facebookresearch/deepfloat facebookresearch/deepfloat Public archive

    An exploration of log domain "alternative floating point" for hardware ML/AI accelerators.

    SystemVerilog 395 40

  2. facebookresearch/faiss facebookresearch/faiss Public

    A library for efficient similarity search and clustering of dense vectors.

    C++ 37.7k 4.1k

  3. pytorch/pytorch pytorch/pytorch Public

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python 94.4k 25.7k

  4. facebookresearch/dietgpu facebookresearch/dietgpu Public

    GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.

    Cuda 356 31

  5. facebookresearch/any4 facebookresearch/any4 Public

    Quantize transformers to any learned arbitrary 4-bit numeric format

    Python 48 5