Leveraging large-scale models for efficient learning
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Published on ● Video Link: https://www.youtube.com/watch?v=27PKr0T3gXM
12Struggling to improve your model's performance without increasing its size, even after exhaustive data scraping and architectural tweaks? If you have access to a larger, well-performing model and the resources to train it, knowledge distillation could be the answer. This technique leverages a strong model to guide the training of a smaller one, leading to improved learning and faster convergence. This presentation offers a brief overview of knowledge distillation and its key benefits.
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Speakers: Morgane Rivière
Products Mentioned: Gemma