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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 394 40

2. facebookresearch/faiss facebookresearch/faiss Public

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

   C++ 35.8k 3.9k

3. pytorch/pytorch pytorch/pytorch Public

   Tensors and Dynamic neural networks in Python with strong GPU acceleration

   Python 91.2k 24.6k

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 340 28

5. facebookresearch/any4 facebookresearch/any4 Public

   Quantize transformers to any learned arbitrary 4-bit numeric format

   Python 10 2