datasets:
- jaeyeol816/ai_lecture
language:
- en
base_model:
- google/gemma-2-2b
pipeline_tag: question-answering
Model Card for Model ID
Model Details
Model Description
- Developed by: Jaeyeol Choi, Yuchan Jung
- Model type: LLM
- Language(s) (NLP): English
- Finetuned from model [optional]: https://huggingface.co/google/gemma-2-2b
Model Sources [optional]
- Repository: https://github.com/YuchanJung/AI-Instructor
Uses
Direct Use
Can be used as an assistant for students who are studying machine learning and deep learning.
Recommendations
Users should crosscheck the answer.
How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
Training Details
Training Data
https://huggingface.co/datasets/jaeyeol816/ai_lecture
Training Procedure
https://github.com/YuchanJung/AI-Instructor?tab=readme-ov-file#model-training
Training Hyperparameters
- Training regime: Basic
Results
https://github.com/YuchanJung/AI-Instructor?tab=readme-ov-file#results
Summary
This project focuses on building an AI Instructor, a Q&A bot, using transcripts from the Andrew Ng's Deep Learning course. It was created specifically for the juniors of the Google ML Bootcamp to provide them with an interactive tool to deepen their understanding of key machine learning concepts. The provided model was created by fine-tuning the Gemma-2B model on a custom-generated Q&A dataset derived from the lecture content.
Model Card Contact
[More Information Needed]