OnceCells. There's some interesting advice in the Tokio
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Фото: Александр Кряжев / РИА Новости,推荐阅读PDF资料获取更多信息
The toolkit provides a complete pipeline: from probing a model's hidden states to locate refusal directions, through multiple extraction strategies (PCA, mean-difference, sparse autoencoder decomposition, and whitened SVD), to the actual intervention — zeroing out or steering away from those directions at inference time. Every step is observable. You can visualize where refusal lives across layers, measure how entangled it is with general capabilities, and quantify the tradeoff between compliance and coherence before committing to any modification.
Places where ideas are developed: INCUBATOR, LAB, SANDBOX, TEST BED,详情可参考PDF资料