"Ludwig is a low-code framework for building custom AI models like LLMs and other deep neural networks." -

Ludwig is provided as containers at /apps/containers/Ludwig if you're frequently using Ludwig and would find value in having Ludwig provided through the module system, reach out to support and we'll consider adding it.

Ludwig will by default put a lot of data in your home directory. To avoid going over your quota we suggest that you set the environment variables HF_HOME and LUDWIG_CACHE to your project storage. Also see our documentation on using HuggingFace Datasets.

Additionally many of the runtime options that can be important for runtime performance will be hidden by from your control, so remember to monitor your jobs and don't hesitate to reach out to support in case of any issues.