How to reduce the model size

Course Q&A Machine Learning Engineering for Production(MLOps) Machine Learning Modeling Pipelines in Production
1

Hello Everyone,
Can anyone help me out to reduce the model’s size? What are the techniques and methods? Any suggestion or recommendation would be very helpful.
[model’s link] (https://openai/whisper-small)

2

In this very specialization MLOps there are techniques mentioned on how to reduce model size like the teacher-student method, model pruning etc.

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3

Just to add to what @gent.spah has said, @Bakht_ullah It,s good to note that reducing the size of your model can come at the cost of accuracy. Therefore, it’s essential if you balance the trade-off between model size and accuracy to achieve the best results.

You can learn more about the techniques @gent.spah has mentioned here:

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