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title: README
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Software-Delivered AI Inference

Neural Magic helps developers in accelerating deep learning performance using automated model sparsification technologies and inference engines. Download our sparsity-aware inference engines and open source tools for fast model inference.

nm-vllm: A high-throughput and memory-efficient inference engine for LLMs, incorporating the latest LLM optimizations like quantization and sparsity
DeepSparse: Inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your application
SparseML: Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
SparseZoo: Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes