To ensure optimal performance, please check the following specifications before deploying the AI Toolkit:
Hardware Requirements
- Processor: Minimum 6th Gen Intel i7 or equivalent (e.g., AMD Ryzen 7)
- GPU: NVIDIA GPU with CUDA support (e.g., Tesla V100, A100)
- RAM: 32 GB or more (16 GB recommended for lightweight tasks)
- Storage: 500 GB SSD with at least 100 GB free space
Software Requirements
- Operating System: Linux (Ubuntu 20.04 or higher) or macOS (10.15+)
- Python Version: 3.8–3.11 (ensure pip is up-to-date)
- Dependencies:
- Docker installed and running
- CUDA Toolkit version 11.8+
- PyTorch 2.0+
Additional Notes
- Ensure your network supports low-latency data transfer for model training.
- For GPU acceleration, use NVIDIA drivers compatible with your hardware.
For detailed installation steps, visit AI Toolkit Documentation. 🚀