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UT Austin
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Prefix failure in on-policy distillation can be effectively mitigated by correcting problematic prefixes, leading to significant improvements in reasoning coverage and accuracy.
Forget policy gradients: Value Gradient Flow (VGF) offers a simpler, more scalable way to align LLMs by directly optimizing value functions via optimal transport.
