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TensorFlow Serving

2016
Google

An open-source, production-ready system for serving machine-learning models at scale.

ai-developmentai-libraryai-inferenceai-servinggoogle
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vLLM

2023
Woosuk Kwon, Zhuohan Li +7

vLLM is a high-throughput, memory-efficient inference and serving engine for large language models (LLMs), built to deliver state-of-the-art performance on GPUs with features such as PagedAttention and continuous batching.

ai-developmentai-libraryai-inferenceai-serving
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SGLang

2023
Lianmin Zheng, Liangsheng Yin +10

Open-source high-performance framework and DSL for serving large language & vision-language models with low-latency, controllable, structured generation.

ai-developmentai-libraryai-inferenceai-serving
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Ollama

2023
Jeffrey Morgan, Michael Chiang

A lightweight open-source platform for running, managing, and integrating large language models locally via a simple CLI and REST API.

ai-developmentai-libraryai-inferenceai-servingLLM
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TensorRT

2016
NVIDIA

NVIDIA TensorRT is an SDK and tool-suite that compiles and optimizes trained neural-network models for ultra-fast, low-latency inference on NVIDIA GPUs.

ai-developmentai-libraryai-inferenceai-servingnvidia
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