Double Inference Speed with AWQ Quantization

Double Inference Speed with AWQ Quantization

Learn how to double inference speed using AWQ quantization in this 23-minute tutorial from Trelis Research. Explore techniques to deploy a Llama 2 70B server and API with AWQ, set up chat-ui for Llama 2, and run AWQ in Google Colab. Dive into the mechanics of AWQ quantization, understand how quantization works for language models, and compare it with GPTQ. Gain practical insights on increasing inference speed and accuracy, along with pro tips for implementation. Access additional resources including a Colab notebook, research papers, GitHub repositories, and model links to enhance your understanding and application of AWQ quantization techniques.