Buckets:
| set -e | |
| echo "🚀 Setting up TTT Pipeline Environment" | |
| echo "======================================" | |
| PROJECT_DIR="/Users/tahamajs/Documents/uni/Sysmem2_in_AI/CAs/CA15" | |
| cd "$PROJECT_DIR" | |
| if [ ! -d "venv" ]; then | |
| echo "📦 Creating virtual environment..." | |
| python3 -m venv venv | |
| echo "✅ Virtual environment created" | |
| else | |
| echo "✅ Virtual environment already exists" | |
| fi | |
| echo "🔧 Activating virtual environment..." | |
| source venv/bin/activate | |
| echo "⬆️ Upgrading pip..." | |
| pip install --upgrade pip | |
| echo "📦 Installing dependencies..." | |
| pip install -q torch transformers peft accelerate bitsandbytes \ | |
| openai wandb numpy matplotlib seaborn pandas datasets \ | |
| scikit-learn tqdm plotly jupyter ipywidgets | |
| echo "✅ All dependencies installed successfully!" | |
| echo "🧪 Testing installation..." | |
| python -c " | |
| import torch | |
| import transformers | |
| import peft | |
| import matplotlib | |
| import seaborn | |
| import numpy as np | |
| print('✅ All core packages imported successfully') | |
| print(f'PyTorch version: {torch.__version__}') | |
| print(f'Transformers version: {transformers.__version__}') | |
| print(f'PEFT version: {peft.__version__}') | |
| " | |
| echo "" | |
| echo "🎉 Setup completed successfully!" | |
| echo "🚀 You can now run: ./run.sh" | |
| echo "" | |
| echo "📚 Available commands:" | |
| echo " ./run.sh - Run complete TTT pipeline" | |
| echo " python test_comprehensive.py - Test all components" | |
| echo " python test_components.py - Test basic components" | |
| echo " source venv/bin/activate - Activate virtual environment" | |
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