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link to full course: udemy.com/course/fine-tune-deploy-llms-with-qlora-on-sagemaker-streamlit/? FP16 approximately doubles your VRAM and trains much faster on newer GPUs. I think everyone should use this as a default. along with Unit 9 in a Lightning AI Studio, an online reproducible environment created by Sebastian Raschka, that ... Let's talk about a fantastic technique called FSDP allows you to switch to fine grained, In this video we cover how to seamlessly reduce the memory and speed of your Store each number in half the bits and you get roughly twice the speed and half the memory — for the same model. This video ... Exploring Float32, Float16, and
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