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1. vllm-project/vllm vllm-project/vllm Public

   A high-throughput and memory-efficient inference and serving engine for LLMs

   Python 32.6k 5k

2. vllm-project/llm-compressor vllm-project/llm-compressor Public

   Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM

   Python 814 67

3. neuralmagic/deepsparse neuralmagic/deepsparse Public

   Sparsity-aware deep learning inference runtime for CPUs

   Python 3.1k 176

4. neuralmagic/sparseml neuralmagic/sparseml Public

   Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

   Python 2.1k 149

5. advos advos Public

   RISC-V OS in Rust with hardware support for SiFive's HiFive1 board

   Rust

6. torch_bitmask torch_bitmask Public

   Implementations for fast bitmask compression for weight sparsity in PyTorch

   Python 3