Jev case: Here give it a try if you like.
Released an MLX and CUDA inference path that runs a 7B model at 70% of Jev's quality.
The original post
Here give it a try if you like. I made a path for both mlx and CUDA. Runs with a 7B model 70% quality vs 80% by typesafe
Engagement when collected
Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.
Where this case fits
Filed under classification & data extraction. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the classification & data extraction page.
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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post