Understanding Deep Learning Foundations By Soheil Feizi Diffusion Models

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Key Takeaways about Deep Learning Foundations By Soheil Feizi Diffusion Models

  • Course overview, ERM, basic DL
  • 0:00 Fine-tuning LLMs 4:58 Low Rank Adaptation (LORA) 21:26 Quantization 41:06 QLORA 46:43 Prefix Tuning 52:22 Retrieval ...
  • Course Webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/
  • Course webpage: http://www.cs.umd.edu/class/fall2022/cmsc828W/ For a long time, the generative
  • Explaining transformers: encoders and decoders.

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Course Webpage: http://www.cs.umd.edu/class/fall2020/cmsc828W/

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