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optimise-my-whisper

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Merge pull request #2 from Vaibhavs10/Vaibhavs10-patch-1

VVaibhavs10 committed 8 months ago
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Update README.md

VVaibhavs10 committed 8 months ago
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Merge pull request #1 from Vaibhavs10/Vaibhavs10-patch-1

VVaibhavs10 committed 8 months ago
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VVaibhavs10 committed 8 months ago
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Created using Colab

VVaibhavs10 committed 8 months ago
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Created using Colab

VVaibhavs10 committed 8 months ago

README

The README file for this repository.

optimise-my-whisper

A very quick repo to showcase how you can experiment with Whisper (via Transformers) and make it run for your own use-cases!

All the experiments were run on a free Google Colab T4! 🔥

Results and Colab below:

Method Time to Transcribe
fp16 62s
fp16 + SDPA 60s
fp16 + SDPA + Speculative Decoding 37.9s
fp16 + SDPA + Chunking + Speculative Decoding 43.8s
Distil-whisper + fp16 + SDPA + Chunking 17.2s