What is Low-Rank Adaptation (LoRA) for Gemma?

Level up your machine learning skills with Low-Rank Adaptation (LoRA) for fine tuning your AI model. With Low-Rank Adaptation, or LoRA, which freezes the pre-trained model weights and injects trainable rank decomposition matrices into each layer of the Transformer architecture, greatly reduces the number of trainable parameters for downstream tasks.

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Speaker: Paige Bailey
Products Mentioned: Gemma, Google Colab, Gemini