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---
library_name: transformers
tags:
- environmental science
- education
license: apache-2.0
datasets:
- dfndr11/climate-change-qna
language:
- en
pipeline_tag: question-answering
---
# 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
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### Training Procedure
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#### Preprocessing [optional]
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#### Training Hyperparameters
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
#### Speeds, Sizes, Times [optional]
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## Evaluation
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### Testing Data, Factors & Metrics
#### Testing Data
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#### Factors
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#### Metrics
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### Results
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#### Summary
## Model Examination [optional]
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## Environmental Impact
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
- **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
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### Compute Infrastructure
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#### Hardware
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#### Software
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## Citation [optional]
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
**BibTeX:**
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**APA:**
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## Glossary [optional]
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## Model Card Authors [optional]
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## Model Card Contact
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