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https://arxiv.org/pdf/2106.09685.pdf
https://github.com/tloen/alpaca-lora
0:00 Whistle Testing…testing!
0:46 Microsoft’s LoRA: Low-Rank Adaptation of Large Language Models
2:22 Abstract
6:40 1. Introduction
18:31 2. Problem Statement
23:04 Bonus: Testing…testing!
24:02 2. Problem Statement (continued)
27:30 3. Aren’t Existing Solutions Good Enough?
33:37 4. Our Method
52:28 Audio Problems
55:19 5. Empirical Experiments
1:15:19 6. Related Works
1:23:45 7. Understanding the Low-Rank Updates
1:24:37 Bonus: Buboo Appearance
1:24:50 7. Understanding the Low-Rank Updates (continued)
1:49:03 8. Conclusion and Future Work
1:51:44 Wrapping up
#llm #machinelearning #ai #finetuning
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