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🔮 v0.2.0 - TODOs

  • [ ] Add Typer CLI e.g. opentrain train ...
  • [ ] Add Dataset validation before actually uploading a Dataset/File to OpenAI.
  • [ ] Add Dataset.from_datasets, Dataset.to_datasets, and Dataset.to_records.
  • [ ] Add fsspec support for Dataset.from_file, and Dataset.to_file.
  • [ ] Allow different input paths such as pathlib.Path or os.path in Dataset.from_file.
  • [ ] Explore https://github.com/openai/openai-python/blob/c556584eff3b36c92278e6af62cfe02ebb68fb65/openai/api_resources/file.py#L218 to avoid uploading duplicated files to OpenAI.
  • [ ] Add Trainer.for_text_classification, Trainer.for_question_answering, Trainer.for_text_summarization, and more if applicable.
  • [ ] Add wandb as an optional dependency for tracking fine-tune runs.
  • [ ] Explore automatically uploaded files to OpenAI after fine-tuning with purpose='fine-tune-results'.
  • [ ] Differentiate between both file-purposes fine-tune and fine-tune-results.
Last update: 2023-05-01
Created: 2023-05-01