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Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA
19:17
YouTubeChris Alexiuk
Low-rank Adaption of Large Language Models: Explaining the Key Concepts Behind LoRA
In this video, I go over how LoRA works and why it's crucial for affordable Transformer fine-tuning. LoRA learns low-rank matrix decompositions to slash the costs of training huge language models. It adapts only low-rank factors instead of entire weight matrices, achieving major memory and performance wins. 🔗 ...
128.2K viewsMay 1, 2023
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What is Low-Rank Adaptation (LoRA) | explained by the inventor
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【やってみよう！】LoRAの使い方&簡単な作り方（kohya's GUI）
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