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SimpleDesign achieves state-of-the-art protein design without the cumbersome multi-stage training, streamlining the process and enhancing performance.
Self-distillation, using only an LLM's own raw outputs, can boost its code generation performance by over 10 points on pass@1, rivaling more complex methods.