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CPU Dynamic Quantization about frogbase HOT 5 CLOSED

hayabhay avatar hayabhay commented on May 10, 2024
CPU Dynamic Quantization

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Comments (5)

hayabhay avatar hayabhay commented on May 10, 2024 2

Great! In that case, I'll add it as a note on Readme to swap out whisper for your fork if they intend to run it on a CPU only machine. Thanks!

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hayabhay avatar hayabhay commented on May 10, 2024

Could this be done by swapping the whisper packages underneath?
-- pip install openai-whisper
++ pip install git+https://github.com/MiscellaneousStuff/whisper.git

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MiscellaneousStuff avatar MiscellaneousStuff commented on May 10, 2024

Yep. That submodule is exactly the same as the original but has swapped the Linear() layer for nn.Linear(). However, it also means that anyone wanting to run the model at half precision on GPU won’t be able to do it, should it only use that custom whisper module for dynamic quantisation on CPU.

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hayabhay avatar hayabhay commented on May 10, 2024

Updated Readme here: 0431dee

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menelic avatar menelic commented on May 10, 2024

Doing what is recommended in the Readme does not work:

Note: If you're using a CPU-only machine, your runtime can be sped-up by using quantization implemented by @MicellaneousStuff by swapping out pip install openai-whisper from requirements.txt and replacing it with their fork pip install git+https://github.com/MiscellaneousStuff/whisper.git (See related discussion here - #20)

what exactly has to be put in the requirements.txt?

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