I Fine-Tuned a 7B Model on 549 A-Share Signal Samples. The Score Didn't Move — the Errors Did.
This story is from 2026-09-14. It is preserved in the archive; the latest stories are on the live feed.
I fine-tuned a 7B model to classify Chinese A-share signals. Setup cost me four minutes of GPU time and 549 training examples. The output looked right. Then I ran the same eval twice with 4x the LoRA rank and 2.7x the epochs — and the score landed in the same place. This post is the honest version…
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- 2026-09-14 04:00 · DEV Community — AI
I Fine-Tuned a 7B Model on 549 A-Share Signal Samples. The Score Didn't Move — the Errors Did.