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Preparing to train #7

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kabachuha opened this issue May 29, 2023 · 1 comment
Open
1 of 5 tasks

Preparing to train #7

kabachuha opened this issue May 29, 2023 · 1 comment

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@kabachuha
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  • Add dataset splitter
  • Add a low level clip/image captioner like BLIP2 if the description is not available
  • Use an external LLM like OpenAI's ChatGPT or plain GPT-3, or even a local model like LLaMa via APIs to generate descriptions for higher level videos by combining the subclips with a global prompt
  • Improve the batching process
  • Do a test train
@kabachuha
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Ideas for subclips captioners:

General https://github.com/ExponentialML/Video-BLIP2-Preprocessor

Anime https://github.com/bruefire/WaifuTaggerForVideo

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@kabachuha