superalignment

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rahuldesai101 / w2s_eval

W2S-Eval is a PyTorch framework for AI Superalignment research. It uses confidence-gated filtering so a weaker supervisor can fine-tune a stronger student model without passing on its errors or hallucinations. This allows high-capacity models to exceed their teacher's accuracy ceiling and achieve weak-to-strong generalization.

python production transformers pytorch generalization ai-model llm superalignment

Updated Aug 10, 2026
Python

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