cleaning small domain dataset

[orbitgarden]

Spent some time on this today and wanted to compare notes.

Two paths both seem viable, but they break down differently once tool calling becomes important.

What would you pick if you had to live with it for a few months?

[batchember]

I'd start with the simpler stack.

[plainline]

What exact setup are you running? Do you see the same thing with a smaller batch or shorter prompt?