mirror of
https://github.com/storytold/storyteller-ml.git
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Brandon Thomas
27 lines
956 B
Markdown
27 lines
956 B
Markdown
storyteller-ml
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The ML models that power FakeYou and other Storyteller functions.
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This repository is in a bit of a rough shape, but should be improving.
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TTS models (Tacotron, HifiGan, WaveGlow, etc.) live under [`tts/`, and you can find documentation there](tts/).
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We expect to add video, posture estimation, phoneme prediction, and other models soon.
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FakeYou Backend Architecture
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We have a Rust monolith that controls the user interface, account system, and all the database CRUD operations.
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It doesn't do any ML work itself or have any attached GPUs.
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There are a series of worker pods ("jobs") that pull from work queues and run inference, then upload the results.
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The jobs are written in Rust and either shell out to Python code or call an in-container Python server that attempts
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to LRU cache models in memory.
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