#!/bin/bash

# Create complete transformer directory structure
mkdir -p src/transformer/complete
mkdir -p src/transformer/masking
mkdir -p src/transformer/blocks
mkdir -p src/transformer/examples

echo "✅ Complete Transformer structure created successfully!"
echo "📁 Created directories:"
echo "   - src/transformer/complete/"
echo "   - src/transformer/masking/"
echo "   - src/transformer/blocks/"
echo "   - src/transformer/examples/"
echo ""
echo "🔧 Components implemented:"
echo "   - ✅ Encoder-Decoder architecture (CompleteTransformer class)"
echo "   - ✅ Multiple transformer blocks (EncoderBlock, DecoderBlock)"
echo "   - ✅ Masking implementation (padding, causal, combined masks)"
echo ""
echo "📝 Files created:"
echo "   - src/transformer/complete/transformer.py"
echo "   - src/transformer/blocks/encoder_block.py"
echo "   - src/transformer/blocks/decoder_block.py"
echo "   - src/transformer/masking/masks.py"
echo "   - __init__.py files for all modules"
echo ""
echo "🚀 Complete Transformer is ready to use!"
echo ""
echo "💡 Next steps:"
echo "   1. Run the script to test the implementation"
echo "   2. Create examples and training scripts"
echo "   3. Test with real data"
