AImpact: One-Click AI Model Fine-Tuning

AImpact is a lightweight, open-source tool designed to make fine-tuning AI models like LLaMA, Mistral, and other LLMs/MLLMs incredibly simple. Whether you're a beginner or a seasoned developer, you can fine-tune and deploy models with just a few commands, either on your local machine or in the cloud.

Our goal is to democratize AI by removing the technical barriers to model customization.

✨ Features

• One-Click Fine-Tuning: Use our simple CLI or the upcoming GUI to fine-tune models effortlessly.
• Model Hub Integration: Natively supports models and datasets from the Hugging Face Hub.
• Bring Your Own Data: Easily import and use your custom datasets for fine-tuning.
• Modular & Extensible: Designed with a plugin architecture to support new models, tasks, and community contributions.
• Cross-Platform: Runs on Linux, Windows, and macOS.
• Cloud-Ready: Deploy your fine-tuned models on AWS, Google Cloud, or via Docker.

🚀 Quick Start

1. Installation

Get started in seconds with pip:

# Install the package
pip install aimpact

2. Fine-Tune Your First Model

Fine-tuning a model is as simple as one command. Just point AImpact to a model and a dataset.

# Example: Fine-tune LLaMA on a custom dataset
aimpact tune --model meta-llama/Llama-2-7b-chat-hf --dataset your/custom-dataset

That's it! AImpact handles the rest, from downloading the model to saving the fine-tuned version.

📖 Documentation

For detailed tutorials, API references, and guides, please visit our documentation website. We provide:

• GIF Demos & Tutorials: Visual guides to help you get started.
• Jupyter Notebooks: Interactive examples for hands-on learning.
• Code Examples: Snippets for Python, JavaScript, and Go SDKs.

🤝 Contributing

AImpact is a community-driven project, and we welcome contributions of all kinds! Whether you're fixing a bug, adding a feature, or improving documentation, your help is valued.

Check out our Contributing Guide to get started. You can also help by:

• ⭐ Starring the project on GitHub.
• 💡 Submitting new ideas or reporting bugs in our Issues.
• 🔌 Creating a plugin or model template for the community.

💬 Community

Join our community to connect with other users, ask questions, and share your work:

• Discord: Join our Discord Server
• X (Twitter): Follow us @AImpactAI
• Hacker News & Reddit: Discuss and share on r/MachineLearning.

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Built with ❤️ by the AImpact Community.# ----