MiniGPT4 Image Labeler
MiniGPT4 introduces the ability to use a local Large Language Model to chat with an image, similar to ChatGPT. On the other hand, Stable Diffusion models, which generate images from text, require images labeled in detail in order to be fine tuned effectively. This project allows anyone with a little bit of technical knowledge and a Google account to automatically label the images they want to use for find tuning a Stable Diffusion model. The automatic labeling is done end to end by using a server-client model using their respective notebooks that run on Google Colab.
Skills Used
- Python
- Jupyter
- Large Language Models (LLMs)
- Custom API endpoints
Resources Used
- Google Colab
- MiniGPT4
- Huggingface
- GPTQ model quantization
- Ooobabooga’s Text Generation Webui
- Gradio
Completion Date
July 2023