gemma-2-2b-it-eym-ko

Empowering Young Minds with Gemma 2

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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

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

Model Sources [optional]

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

Uses

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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

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

Training Procedure

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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.