Building End to End ML Applications on Modal скачать в хорошем качестве

Building End to End ML Applications on Modal

In this video, Modal Labs AI Engineer Charles Frye walks through the process for fine-tuning a diffusion model & deploying it on Modal -- and generates some cute puppy pictures! Read the guide in the Modal docs: https://modal.com/docs/examples/dream... Run the code yourself: https://github.com/modal-labs/modal-e... Sign up for Modal: https://modal.com/signup 00:00 Opener 00:26 We will build a pet art generator 05:40 Navigating the code 09:13 Setting up the environment on Modal 19:49 Launching scripts with modal run 21:23 Distributed storage with Modal Volumes 24:20 Logging experiments with Weights & Biases 26:54 Remote and local code execution with Modal 30:26 Why should you log experiments? 31:54 Adding resources to functions with decorators 34:58 Running development servers with modal serve 42:14 Poking around with modal shell 44:54 Serverless deployment with modal deploy 49:40 Outro