🔥 Fantasy Name Generation With Power Of RNNs 🔥

Text generation with character level tokenization using pytorch-lightning ⚡

Contents

• Setup
• Pretrained Model Usage
• Training From Scratch
  • Using Config YAMLs
  • With Custom Data⚡

Setup

Get Repository

git clone https://github.com/borhanMorphy/fantasy-name-generator.git
cd fantasy-name-generator

Install the dependencies

pip install -r requirements.txt

Pretrained Model Usage

Training

Using Config YAMLs

Training NaiveGRU model, using baseline_gru.yaml configs, wow names and dota names with batch size of 64 and auto learning rate finder

python train.py -y configs/baseline_gru.yaml -bs 64 -ds wowdb dotadb lotrdb --auto-lr

With Custom Data