---  
license: mit  
language:  
- en  
---

<img src="banner.png" alt="AgGPT-20 Banner" width="100%">

# AgGPT-20

**AgGPT-20** is a revolutionary modular AI training framework using Scalable Feather Architecture that automatically discovers and trains on all `.txt` files in `training_corpora/`, creating specialized mini-models stored as `.feather` files in the `models/` directory. The system is extremely modular - you can train individual models using `target_train.py`, manually add `.feather` files to the models folder from other sources, or use the full multi-corpora trainer with `train.py`, and all models will be automatically discovered and used by the chat interface. Install dependencies with `pip install pandas pyarrow tqdm pyyaml`, place training data in the proper format (`user: [input]\n<pad>\nai: [response]\n<eos>`) in `training_corpora/` or `extra_corpora/`, run `python train.py` for full training or `python target_train.py` for single-file training, then chat with `python chat.py`. The architecture enables lightning-fast loading, cross-platform compatibility, and seamless model distribution - just drop any compatible `.feather` model into the models folder and it's instantly available.

## Quick Start
```bash
# Install dependencies
pip install pandas pyarrow tqdm pyyaml

# Train on all corpora files
python train.py

# Or train on a single target file
python target_train.py

# Start chatting
python chat.py
```