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Just read 'Rethinking On-Policy Distillation' paper - is distillation really the bottleneck for LLM efficiency?
Exploring distillation techniques for optimizing large language models in production
The paper 'Rethinking On-Policy Distillation of Large Language Models' examines the phenomenology and mechanisms behind distillation efficiency. It proposes new recipes that could significantly reduce computational costs while maintaining model performance. This could be game-changing for startups deploying LLMs at scale.