1.vllm-project / vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
+8,314 stars
from 87,764 · score 9.03
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2.sgl-project / sglang
SGLang is a high-performance serving framework for large language models and multimodal models.
+7,287 stars
from 31,061 · score 8.89
3.NVIDIA / TensorRT-LLM
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.
+761 stars
from 14,226 · score 6.64