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Practical AI: Machine Learning, Data Science, LLM
The Importance of Using Bigger Models
Hickard: Bigger models have better predictive power. But not every practitioner can actually use these models once they are trained because they need bigger and bigger GPUs which are costlier, even at inference time. He says there is a lot of things that can be improved in distillation of these models like we did for Commetino. Hickard: It's without losing performance, how to make these things smaller and easier to deploy.
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