How does LoRA work? LowRank Adaptation for ParameterEfficient LLM Finetuning explained. Works for any other neural network as well, not just for LLMs.
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„Lora: Lowrank adaptation of large language models“ Hu, E.J., Shen, Y., Wallis, P., AllenZhu, Z., Li, Y., Wang, S., Wang, L. and Chen, W., 2021. https://arxiv.org/abs/2106.09685
https://sebastianraschka.com/blog/202...
LoRA implementation:    • Lowrank Adaption of Large Language M...  

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Outline:
00:00 LoRA explained
00:59 Why finetuning LLMs is costly
01:44 How LoRA works
03:45 Lowrank adaptation
06:14 LoRA vs other approaches

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