Agents
Record, train, and deploy from one place with Strands Agents, LeRobot, and Hugging Face Storage Buckets
Our short summary of Hugging Face’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on huggingface.co (opens in a new tab)Problem
Repeated data uploads and downloads slowed training and increased costs as robot recordings grew.
Solution
Created a continuous loop where robot demos are stored in Hugging Face Storage Buckets, read directly for training, and deployed back, avoiding redundant transfers.
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on huggingface.co (opens in a new tab)
Klaviyo
Postman