sotopia-lab / sotopia-pi

Sotopia-π: Interactive Learning of Socially Intelligent Language Agents (ACL 2024)
https://pi.sotopia.world/
Apache License 2.0
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[BUG]: Behavior cloning can not be reproduced #196

Closed Kong-Aobo closed 3 weeks ago

Kong-Aobo commented 1 month ago

Description of the bug

Hello, I have been working on reproducing Behavior Cloning according to the documentation, and I've encountered some problems. I hope to get your help. After modifying the relevant configuration files, I placed the sotopia_pi_episodes.jsonl file from cmu-lti/sotopia-pi into llm_rl/data/ and added a dataset_info.json (the contents are as follows).

{
    "sotopia-pi": {
        "file_name": "sotopia_pi_episodes.jsonl"
      }
}

The error occurred while running main.py (llm_self_train/main.py):

raise DatasetGenerationError("An error occurred while generating the dataset") from e
[rank1]: datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

I guess the datasets on Hugging Face must be processed to run correctly? Could you open-source the relevant code or the processed datasets?

Steps To Reproduce

None

Additional Information

No response