Model Card for AllyArc
This model card describes AllyArc, an educational chatbot designed to support autistic students with personalized learning experiences. AllyArc uses a fine-tuned Large Language Model to interact with users and provide educational content.
Model Details
Model Description
AllyArc is an innovative chatbot tailored for the educational support of autistic students. It leverages a fine-tuned LLM to provide interactive learning experiences, emotional support, and a platform for students to engage in conversational learning.
Developed by: Zainab, a computer science student and MLH Top 50.
Model type: Conversational Large Language Model
Language(s) (NLP): Primarily English, with potential multilingual support.
Finetuned from model: Mistral 7b.
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Space using AllyArc/llama_allyarc 1
Evaluation results
- BLEU on chat_imitatetest set self-reported0.500
- Confusion Matrix on chat_imitatetest set self-reported0.500
- GLUE on chat_imitatetest set self-reported0.500
- MSE on chat_imitatetest set self-reported0.500
- SQUAD on chat_imitatetest set self-reported0.500
- Wiki Split on chat_imitatetest set self-reported0.800