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shihaobai committed Feb 17, 2025
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title: LightLLM v4.0.0--Minimal Inter-Process Communication Overhead, Fastest DeepSeek-R1 Serving Performance on Single H200, and Prototype Support for PD-Disaggregation
title: LightLLM v1.0.0--Minimal Inter-Process Communication Overhead, Fastest DeepSeek-R1 Serving Performance on Single H200, and Prototype Support for PD-Disaggregation
categories:
- By MTC Team
excerpt: |
We are delighted to announce the release of LightLLM v4.0.0.
We are delighted to announce the release of LightLLM v1.0.0.
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We are delighted to announce the release of LightLLM v4.0.0. After a year of continuous efforts, we have comprehensively upgraded the LightLLM architecture. We have implemented a cross-process accessible request object, significantly reducing inter-process communication overhead, especially in high-concurrency scenarios. Meanwhile, we have conducted in-depth optimization for DeepSeek R1, achieving state-of-the-art performance among current open-source frameworks on a single H200 machine. Furthermore, we have innovatively proposed a prototype architecture implementation of PD-separation.
We are delighted to announce the release of LightLLM v1.0.0. After a year of continuous efforts, we have comprehensively upgraded the LightLLM architecture. We have implemented a cross-process accessible request object, significantly reducing inter-process communication overhead, especially in high-concurrency scenarios. Meanwhile, we have conducted in-depth optimization for DeepSeek R1, achieving state-of-the-art performance among current open-source frameworks on a single H200 machine. Furthermore, we have innovatively proposed a prototype architecture implementation of PD-separation.

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