---
license: apache-2.0
language:
- ko
base_model:
- google/gemma-2-2b-it
pipeline_tag: question-answering
---
# Empowering Young Minds with Gemma 2

<!-- Provide a quick summary of what the model is/does. -->

<!-- This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1). -->
This project uses the advanced language understanding capabilities of the Gemma language model to develop AI for counseling children and adolescents.
The AI helps children and adolescents to alleviate worries, psychological stress, and anxieties that they may struggle to communicate with others by providing a safe space to express their thoughts and feelings.
By offering emotional support, this AI strives to empower children and adolescents.

## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->

- **Developed by:** vvoooo, hyeons-lee
- **Model type:** Transformer
- **Language(s) (NLP):** Korean
- **License:** gemma
- **Finetuned from model [optional]:** [More Information Needed]

### Model Sources [optional]

<!-- Provide the basic links for the model. -->

- **Repository:** https://github.com/GMLB-Kaggle-Study/Empowering-Young-Minds-with-Gemma
- **Paper [optional]:** [More Information Needed]
- **Demo [optional]:** [More Information Needed]

## Uses

<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
check
https://github.com/GMLB-Kaggle-Study/Empowering-Young-Minds-with-Gemma/blob/main/demo.ipynb
in colab


## How to Get Started with the Model

check README.md in github
https://github.com/GMLB-Kaggle-Study/Empowering-Young-Minds-with-Gemma/blob/main/README.md

## Training Details

### Training Data

<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->

https://www.aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=data&dataSetSn=71680

### Training Procedure

<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
check finetuning_gemma.ipynb in github
https://github.com/GMLB-Kaggle-Study/Empowering-Young-Minds-with-Gemma/blob/main/finetuning_gemma.ipynb

#### Training Hyperparameters

- **Training regime:** fp16 mixed precision <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->

### Results

[More Information Needed]

#### Summary
This project is a chatbot designed to obtain psychological counsel data from children and adolescents, as a result of the Gemma Sprint conducted at the Google ML Bootcamp.

This project uses the advanced language understanding capabilities of the Gemma language model to develop AI for counseling children and adolescents. The AI helps children and adolescents express their thoughts freely without feeling pressure. By providing this support, the AI helps children open up about their worries and thereby gathers counseling data.