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1. kubeflow/kubeflow kubeflow/kubeflow Public

   Machine Learning Toolkit for Kubernetes

   15.8k 2.7k

2. SeldonIO/MLServer SeldonIO/MLServer Public

   An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

   Python 893 236

3. NVIDIA/dcgm-exporter NVIDIA/dcgm-exporter Public

   NVIDIA GPU metrics exporter for Prometheus leveraging DCGM

   Go 1.8k 307

4. triton-inference-server/python_backend triton-inference-server/python_backend Public

   Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.

   C++ 677 197

5. NVIDIA/TensorRT-LLM NVIDIA/TensorRT-LLM Public

   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. Tensor…

   Python 14k 2.5k

6. vllm-project/vllm vllm-project/vllm Public

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

   Python 85.2k 18.8k