Welcome to my Azure GenAI Playground! This repository showcases three exciting projects exploring different facets of generative AI using Azure's powerful models.
A simple yet effective demonstration of text completion using the Llama 3 model. Perfect for understanding the basics of large language models.
- Invokes Llama 3 for text generation
- Demonstrates basic prompt-response interactions
- Explores model parameters and their effects
This project focuses on prompt engineering and model fine-tuning to summarize dialogues efficiently.
- Uses the SAMSum dataset from Hugging Face
- Implements prompt engineering techniques for better summarization
- Applies Parameter-Efficient Fine-Tuning (PEFT) for improved performance
- Compares results before and after fine-tuning
Dive into the world of AI-generated images using Azure OpenAI model like gpt4 and opensource model like LLaMa
- Upload your pdf file(s)
- Ask questions on these files
- Get better answers from these
Use OpenAI's flagship test to image generation model Dalle3 on azure OpenAI
- Generates images from text descriptions
- Explores various prompting techniques for diverse results
- Demonstrates image editing and manipulation capabilities
- Clone this repository
- Set up your Azure AI services and obtain necessary API keys
- Install required dependencies (see
requirements.txtin each project folder) - Explore each project's directory for specific instructions and notebooks
Feel free to fork this repo and submit pull requests with your own experiments or improvements. Let's learn and grow together in the exciting field of generative AI!
This project is licensed under the MIT License - see the LICENSE file for details.
Happy exploring! 🤖✨