license: llama2
language:
- en
library_name: transformers
tags:
- chatgpt
- tutorbot
- physics
- code
- math
- mathematics
- llama
Higgs Model Card
Github details
Please checkout the repo: https://github.com/luffycodes/Tutorbot-Spock-Phys.
Model details
Model type: Higgs is an open-source educational tutoring chatbot trained by fine-tuning LLaMA-2-70B-chat model on synthetic student-tutorbot conversations generated using specialized prompts. Higgs performs a code soliloquy (an inner monologue) in which Higgs prompts itself through a series of prompts to decide if it's next response to the student would need any math calculations. If Higgs determines that the response might require such a calculation, such as in cases to verify student calculation, it outputs python code. Then, it uses the output of the python code to frame a mathematically accurate reply to the student.
Model date: Higgs was trained between May 2023 and Sept 2023.
Organizations developing the model: The Higgs (Spock) team with members from Rice University and OpenStax.
Where to send questions or comments about the model: Shashank Sonkar (ss164@rice.edu)
If you use this work, please cite: Code Soliloquies for Accurate Calculations in Large Language Models https://arxiv.org/abs/2309.12161
@misc{sonkar2023code,
title={Code Soliloquies for Accurate Calculations in Large Language Models},
author={Shashank Sonkar and MyCo Le and Xinghe Chen and Lucy Liu and Debshila Basu Mallick and Richard G. Baraniuk},
year={2023},
eprint={2309.12161},
archivePrefix={arXiv},
primaryClass={cs.CL}
}