How does LoRA work? Low-Rank Adaptation for Parameter-Efficient LLM Finetuning explained. Works for any other neural network as well, not just for LLMs.
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📜 „Lora: Low-rank adaptation of large language models“ Hu, E.J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., Wang, L. and Chen, W., 2021. arxiv.org/abs/2106.09685
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📽️ LoRA implementation: • Low-rank Adaption of L...
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Outline:
00:00 LoRA explained
00:59 Why finetuning LLMs is costly
01:44 How LoRA works
03:45 Low-rank adaptation
06:14 LoRA vs other approaches
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Негізгі бет Ғылым және технология What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED
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