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As far as I am concerned, there are many ways to compress a model such as quantization, pruning, and knowledge distillation.

By the way, I found a package called BMCook when I browsed the OpenBMB repo, which implements several algorithms and also compares it with other model compression packages. Hope this can help you.




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