From 30 to 60 Tokens/Second: How I Got vLLM Running on 2x RTX 3090
📰 Medium · LLM
Learn how to install and run vLLM on 2x RTX 3090 to achieve 60 tokens/second, a significant performance boost for LLM applications
Action Steps
- Install Ubuntu on a machine with 2x RTX 3090
- Configure the NVIDIA drivers for optimal performance
- Build and install vLLM using the provided instructions
- Run vLLM on the configured hardware to achieve 60 tokens/second
- Test and validate the performance of vLLM on the 2x RTX 3090 setup
- Optimize vLLM settings for further performance improvements
Who Needs to Know This
This guide benefits AI engineers and researchers working with large language models, as it provides a step-by-step approach to optimizing vLLM performance on high-end hardware
Key Insight
💡 With the right hardware and configuration, vLLM can achieve significant performance gains, making it suitable for demanding LLM applications
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💡 Boost vLLM performance to 60 tokens/second on 2x RTX 3090!
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