luffycodes/tutorbot-spock-bio-llama-diff

NOTE: This "diff model" cannot be used directly.
Users have to apply it on top of the original LLaMA weights to get actual Spock weights.
Please find the instructions here: https://github.com/luffycodes/Tutorbot-Spock-Bio.

Spock Model Card

Github details

Please checkout the repo: https://github.com/luffycodes/Tutorbot-Spock-Bio.

Model details

Model type: Spock is an open-source educational tutoring chatbot trained by fine-tuning LLaMA and Vicuna model on synthetic student-tutorbot conversations generated using a specialized prompt.

Model date: Spock was trained between April 2023 and May 2023.

Organizations developing the model: The Spock team with members from Rice University and OpenStax.

Training dataset

700 conversations generated using a specialized prompt from GPT-4. Dataset link: https://huggingface.co/datasets/luffycodes/Tutorbot-Spock-Bio-Dataset

Paper or resources for more information: https://arxiv.org/abs/2305.13272

Code or resources for more information: https://github.com/luffycodes/Tutorbot-Spock-Bio

License: Apache License 2.0

Where to send questions or comments about the model: Shashank Sonkar ([email protected])

If you use this work, please cite: CLASS Meet SPOCK: An Education Tutoring Chatbot based on Learning Science Principles https://arxiv.org/abs/2305.13272

@misc{sonkar2023class,
      title={CLASS Meet SPOCK: An Education Tutoring Chatbot based on Learning Science Principles}, 
      author={Shashank Sonkar and Lucy Liu and Debshila Basu Mallick and Richard G. Baraniuk},
      year={2023},
      eprint={2305.13272},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}