Build a small model for your task, on hardware you control.
Bring labeled examples. Fine-tune locally, compare against simple baselines, and export to GGUF or safetensors. Pause and resume supported training runs across Mac and Linux.
pip install git+https://github.com/streamweights/streamweights
spill example banking77 --tiny
spill init banking77-tiny/banking77.csv --input text --output label --project tickets
spill build tickets
- Repo: streamweights/streamweights
- Docs and guides: streamweights.github.io/streamweights
- Optional: a teacher bigger than RAM, streamed from disk (measured on a 48 GB MacBook Pro)