Ellf ships project templates, including a Jev pipeline swap
Ellf launched importable end-to-end NLP workflow templates, one based on a real project replacing a team's LLM pipeline with Jev at roughly 20x lower cost, with evaluation needed to match prior performance.
Just shipped a new and very cool feature: project templates, reusable end-to-end NLP workflows you and your agent can import and adapt ✨ Want to optimize your LLM pipelines and replace components with cheaper alternatives? Or want to set up a workflow to easily train your own classifier? Just point your agent to the template and let Ellf do the rest. The template here is based on a recent project we did that focused on replacing a team's existing LLM pipelines with @typesafeai's Jev, which is generally 20 times cheaper to run. But it's not always a drop-in replacement, so you need a confident evaluation to tune the prompt and probabilities and match the previous pipeline's performance. Looking forward to porting over more of our go-to workflows for different NLP tasks, and asking some of our early users to share theirs!