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Text to video pipeline #187

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@stronk-dev stronk-dev commented Sep 4, 2024

This PR adds support for a text-to-video pipeline using the THUDM/CogVideoX-2b and THUDM/CogVideoX-5b models

Some notes:

  • The dl_checkpoints.sh script was modified to download both models, but without any --include "*.fp16.safetensors" argument, as there does not seem to be a variant for them. I currently do force the precision using torch_dtype: FP16 for THUDM/CogVideoX-2b and BF16 for THUDM/CogVideoX-5b
  • num_frames parameter is currently hardcoded to their recommended value of 49
  • Included the VAE speedups (enable_slicing, enable_tiling), we might want to play around with these
  • Safety checker? Was added by @ad-astra-video

Dependent on livepeer/go-livepeer#3161

@stronk-dev stronk-dev marked this pull request as ready for review September 4, 2024 14:21
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