deepspeedai/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
TokenSpeed is a speed-of-light LLM inference engine.
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DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.
TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
Achieve state of the art inference performance with modern accelerators on Kubernetes
LLM speculative inference server for heterogeneous hardware & consumer GPUs
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.