it plugs in as a @huggingface transformers callback: re-extract directions every N steps, compare them to the baseline, and log the drift. We saw some genuinely interesting qwen vs llama differences…

basically a @huggingface transformers callback/hook that collects concept directions at specific checkpoints during FT and performs diff. comparisons with the baseline. pretty cool results esp how…