Boost Your AI Predictions: Maximize Speed with vLLM Library for Large Language Model Inference

Discover vLLM, UC Berkeley's open-source library for fast LLM inference, featuring a PagedAttention algorithm for up to 24x higher throughput than HuggingFace Transformers. We'll compare vLLM and HuggingFace using the LLama 2 7b model, and learn how to easily integrate vLLM into your projects.

vLLM page: https://blog.vllm.ai/2023/06/20/vllm....

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Prepare for the Machine Learning interview: https://mlexpert.io
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GitHub repository: https://github.com/curiousily/Get-Thi...

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00:00 - What is vLLM?
03:27 - vLLM Quickstart
04:58 - Google Colab Setup (with Llama 2)
07:19 - Single Example Inference Comparison
08:57 - Batch Inference Comparison
10:29 - Conclusion

#artificialintelligence #llm #mlops #llama2 #chatbot #promptengineering #python