Is it possible to use Runpod to finetune a text to speech model | Runpod | Page 1

near cliff Jul 23, 2024, 5:31 PM

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I am not super tech savvy so I am unsure if this is possible, The TTS is (https://github.com/erew123/alltalk_tts) I know how to connect to runpod via SSH but I dont know how to connecting the two would work if its possible at all.

GitHub

GitHub - erew123/alltalk_tts: AllTalk is based on the Coqui TTS eng...

AllTalk is based on the Coqui TTS engine, similar to the Coqui_tts extension for Text generation webUI, however supports a variety of advanced features, such as a settings page, low VRAM support, D...

misty vergeBOT Jul 23, 2024, 5:32 PM

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unique tiger Jul 23, 2024, 5:36 PM

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How to connect two what?

near cliff Jul 23, 2024, 5:38 PM

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basically use runpod as my gpu to train the model

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Alltalk tts has its own batch files to run finetuning, only issue is my GPU doesnt have enough VRAM to run it in a reasonable time hence runpod

latent rivet Jul 24, 2024, 12:02 AM

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Move files to your pod for training? You can try runpodctl https://github.com/runpod/runpodctl

GitHub

GitHub - runpod/runpodctl: 🧰 | RunPod CLI for pod management

🧰 | RunPod CLI for pod management. Contribute to runpod/runpodctl development by creating an account on GitHub.

near cliff Jul 24, 2024, 12:23 AM

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so essentially install everything and move all data into the pod itself train it there and then redownload it back to main machine?

latent rivet Jul 24, 2024, 12:34 AM

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yeah, or you can pull/save file from cloud storage like aws s3, google drive and etc.

near cliff Jul 24, 2024, 12:38 AM

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the pod itself doesn't actually have visual GUI right, just command line? because the finetuning software is run with GUI without commandline options that I know of

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I very unfamiliar with runpod itself so I assume it isn't exactly like a virtual machine

latent rivet Jul 24, 2024, 1:27 AM

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near cliff I very unfamiliar with runpod itself so I assume it isn't exactly like a virtual...

some templates will spin up a web server and you can "view" your pod from browser. RunPod is basically docker container, you can think it is very light weight VM.
https://docs.runpod.io/tutorials/introduction/containers/overview

Containers overview | RunPod Documentation

Discover the world of containerization with Docker, a platform for isolated environments that package applications, frameworks, and libraries into self-contained containers for consistent and reliable deployment across diverse computing environments.

#Is it possible to use Runpod to finetune a text to speech model