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Add modal training capability for each model #33

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arjunpatel7 opened this issue Aug 17, 2024 · 0 comments
Open

Add modal training capability for each model #33

arjunpatel7 opened this issue Aug 17, 2024 · 0 comments

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@arjunpatel7
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Script up ways of training, deploying and inferencing models on Modal.

Should have:

  • one key model backend. We'll choose the easiest one to use that works well (something along the lines of a llama)
  • lora saving capability
  • lora volume logging capability
  • load correct lora and inference (ensure this doesn't add too much latency)

Nice to have:

  • github actions to automate training when data sources train
  • monitoring during training to understand performance (maybe weights and biases?)
  • understanding of model performance against third party APIs
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