starcoderbase-triviaqa

starcoderbase-triviaqa

This model is baesed on https://huggingface.co/bigcode/starcoderbase and is fine-tuned on the TriviaQA dataset using reinforcement learning via TRL's TextEnvironment (https://github.com/huggingface/trl/pull/424).

Out of Scope Use

• Replacing human expertise

Bias, Risks, and Limitations

• May generate answers that are incorrect or misleading.
• May copy answers from the training data verbatim.
• May generate language that is hateful or promotes discrimination (example).
• May generate language that is offensive to direct or indirect users or to people or groups mentioned.

Recommendations

• Answers should be validated through the use of external sources.
• Disparities between the data contributors and the direct and indirect users of the technology should inform developers in assessing what constitutes an appropriate use case.
• Further research is needed to attribute model generations to sources in the training data, especially in cases where the model copies answers from the training data.