Video by Hugging Face via YouTube
Weather forecasting is very important, and people are moving towards using neural network models to do it. We at Hugging Face are interested in the tooling around the research and want to make it better. In this video Emma and Aritra talk about what Hugging Face is doing on this front. They also talk about running an open source weather forecasting model easily.
Blog Post: https://huggingface.co/blog/hugging-science/earthmover-hf
Timestamps:
00:00 – Intro
01:00 – What is weather forecasting
01:43 – Physics based models
03:20 – LLMs and Forecasting models
07:26 – Code walk through
12:28 – Earthmovers
16:48 – Devices
19:52 – Evaluation
24:28 – HF tooling
29:47 – Conclusion
Contact Emma: https://x.com/EmmaScharfmann
Contact Aritra: https://x.com/ariG23498