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whisper-large-v3

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I want to transcribe more than 100k recordings of 1000+ hours of recordings, I want to deploy whisper-large-v3 in a DLC container. Need help in choosing the right GPU tier, given I want to get the task done in less than 2 weeks, and okay spending a little extra on the GPU cost, Also want to know about batch processing, and how can i hit the end point with more than one recording at a time
Thanks in advance