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Rohan Taori is a researcher who studies the foundations of machine learning in the context of real-world data and systems.
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On-Policy Distillation
Thinking Machines LabresearchneutralOct 28, 2025
On-policy distillation training approaches enable smaller specialized models to match or exceed larger generalist models' performance in focused domains through efficient knowledge transfer from teacher models.
“Co-author of 'Alpaca: A Strong, Replicable Instruction-Following Model' (2021), cited for work on distillation for instruction-following models”
LLMsFoundation ModelsAI TrainingReinforcement Learning