CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes
CritICL is a new inference-time framework that improves LLM reasoning efficiency by leveraging structured failure patterns observed across model scales within the same family, rather than relying on repeated generation oβ¦
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