Model Card for Model ID
This model was fine-tuned to answer questions related to the Climate Change chapter of the AP Environmental Science exam.
Model Details
Model Description
This is a model card for a fine-tuned Llama 2-7b transformer model. The compute required to fine-tune it was provided by Intel at Berkeley's AI Hackathon 2.0, 2024.
- Developed by: Russell Anthony Bustamante, Haoyan Wan
- Funded by [optional]: Compute sponsored by Intel
- Model type: Large Language Model
- Language(s) (NLP): English
- License: Apache 2.0
- Finetuned from model [optional]: Llama 2-7b
Model Sources [optional]
https://huggingface.co/datasets/dfndr11/climate-change-qna
Uses
Direct Use
This model is intended to be used in our Devpost submission, QuizzicalAI.
https://devpost.com/software/quizzicalai
Out-of-Scope Use
This model will not work well for questions not related specifically to the Climate Change chapter of the APES exam.
Training Details
Training Data
[More Information Needed]
Training Procedure
Preprocessing [optional]
[More Information Needed]
Training Hyperparameters
- Training regime: [More Information Needed]
Speeds, Sizes, Times [optional]
[More Information Needed]
Evaluation
Testing Data, Factors & Metrics
Testing Data
[More Information Needed]
Factors
[More Information Needed]
Metrics
[More Information Needed]
Results
[More Information Needed]
Summary
Model Examination [optional]
[More Information Needed]
Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
- Hardware Type: [More Information Needed]
- Hours used: [More Information Needed]
- Cloud Provider: [More Information Needed]
- Compute Region: [More Information Needed]
- Carbon Emitted: [More Information Needed]
Technical Specifications [optional]
Model Architecture and Objective
[More Information Needed]
Compute Infrastructure
[More Information Needed]
Hardware
[More Information Needed]
Software
[More Information Needed]
Citation [optional]
BibTeX:
[More Information Needed]
APA:
[More Information Needed]
Glossary [optional]
[More Information Needed]
More Information [optional]
[More Information Needed]
Model Card Authors [optional]
[More Information Needed]
Model Card Contact
[More Information Needed]
- Downloads last month
- 1