Knowledge Distillation

goML
Training smaller "student" models to mimic larger "teacher" models while maintaining performance with reduced computational requirements.
ChatGPT Definition (GPT-4o)
Transferring knowledge from a large, complex model (teacher) to a smaller, simpler model (student) to improve efficiency without losing much accuracy.
Gemini (2.0)
Transferring knowledge from a large, complex model (teacher) to a smaller, more efficient model (student).
Claude (3.7)
Training smaller models to reproduce a larger model's behavior by learning from its outputs rather than original data.

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