There is this thing called PyTorch Lightning that supports scaling of your models and integrates with Grid.AI
Grid.AI is designed for developing and training deep learning models at scale.
- Create a DATASTORE with your dataset.
- Spin up an interactive SESSION to develop, analyze and prototype models/ideas.
- When you have something that works, train it at scale via RUN.
- Grid allocates all the machines and GPUs you need on demand, so you only pay for what you need when you need it.
- Talk to Rukan about the simulator – brief discussion, then pulled back into the proposal
- Work on slides – finished first draft
- Good chat with Michelle on Friday. The proposal is coming along!
- Finished the 200k Yelp run
- 4:30 Meeting with Andreea. Nice discussion. We might be able to set up some research that involves understanding the use of metaphor by the GPT