Don't Fine-Tune. Unless You Can Answer These Three Questions.
This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.
Twice now I have gone looking for a retrain and found the problem somewhere else. The first time, a third of my output had collapsed into one template. Before spending anything I counted the pattern in my training data. 5 occurrences in 1,610 examples. Then I counted it in the output. 36%. The caus…
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- 2026-08-25 19:21 · DEV Community — Machine Learning
Don't Fine-Tune. Unless You Can Answer These Three Questions.