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Optimizing Models: Finetuning, Distillation, LoRA, and QLoRA[Lecture]

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Nov 28, 2025
11:33

This is a single lecture from a course. If you you like the material and want more context (e.g., the lectures that came before), check out the whole course: https://users.umiacs.umd.edu/~jbg/teaching/CMSC_470/ (Including homeworks and reading.) Why I call models Muppet Models: https://www.youtube.com/watch?v=u0DgoRVLTE8 Music: https://soundcloud.com/alvin-grissom-ii/review-and-rest

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Optimizing Models: Finetuning, Distillation, LoRA, and QLoRA[Lecture] | NatokHD