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To do

  • lora (torchtune?)
  • workflow (metaflow?)
  • lr scheduling
  • freezing
  • mlflow dataset tracking

Running

mlflow ui --waitress-opts '--threads=6 --send-bytes=9000 --max-request-body-size=2000000000 --expose-tracebacks' --backend-store-uri file:mlruns --artifacts-destination mlartifacts

Dagster

dagster dev

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Training & finetuning

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