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title: Where Did Controversial Go?
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sdk: static
app_file: index.html
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# Where Did `Controversial` Go?
Three LoRA fine-tunes of `Qwen3Guard-Gen-0.6B`, varying **only** which projections the adapter
touches. All three destroyed the model's third severity class, and a recall-only review cannot see it.
Traced on 2,275 measured items from
[`MuVeraAI/guard-verdicts`](https://huggingface.co/datasets/MuVeraAI/guard-verdicts).
Static by design: the measurements are fixed, so a pre-computed page has no cold start and cannot
drift from the dataset it was built from.
Vikram Jha · MuVeraAI · ORCID 0009-0004-3959-6099
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