automated-neural-adapter-ANA 7.6.1

Automated Neural Adapter (ANA)

ANA – Automated Neural Adapter

ANA is a lightweight tool that makes fine-tuning AI models with LoRA simple and beginner-friendly. It provides a ready-to-run GUI, so you don’t need to mess with complicated scripts.

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Installation

Install directly from PyPI:

  pip install ana

Features

Automated LoRA fine-tuning workflow

Simple one-command GUI launch

Runs out of the box on Windows

No complicated setup required

Requirements

Python 3.10 or newer

Windows (Linux/Mac support coming soon)

For the best performance, install a CUDA-enabled PyTorch build that matches your GPU. Without CUDA, training will run only on CPU, which is much slower.

Usage/Examples

After installation, simply run:

    python -m ana

This will launch the GUI window where you can select your model, dataset, and training options.

Errors & Troubleshooting

If you encounter issues installing or running, you can try the pre-built executable version here:

Download ANA (Windows EXE)

Tips

Install PyTorch with CUDA support (matching your GPU + driver) for much faster training. (Highly recommended)

If you don’t have a physical GPU, CPU training will still work, but it will be very slow.

Authors

Rudransh joshi