STS-web

STS Task with finetuned model Web Prototype

How to Use (Local)

• pip install -r requiremnts.txt
• streamlit run main.py

Direct Use (Cloud)

Link

1. Task

Semantic Text Similarity

2. Model

Pre-trained model

monologg/koelectra-base-v3-discriminator

Fine-tuned model

1) Pre-trained model with a regression layer
2) Fine-tuned with 9325 train samples
3) Output scales : 0-5 float to two decimal points

3. Web Prototype

Streamlit Library

4. Reference

monolog