# Pegasus Model Weights Compression/Pruning

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**Category:** Models\
**Created:** [May 26, 2021, 7:42am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fpegasus-model-weights-compression-pruning%2F6381 "2021-05-26T07:42:08Z")\
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**Author:** ![SteveMama](https://sea2.discourse-cdn.com/hellohellohello/user_avatar/discuss.huggingface.co/stevemama/32/779_2.png) [@SteveMama](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FSteveMama)%5C
**Post date:** [June 4, 2021, 7:45pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fpegasus-model-weights-compression-pruning%2F6381%2F8 "2021-06-04T19:45:48Z")

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@lewtun I chose dynamic quantization approach. And I dont think `from_pretrained` support loading quantised models.  
I’d be happy if you can take a look. Can we hop on a google meet call and you can help me out.  
Hopefully.  
Thanks

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