Works with the Tools You Love​

Transformer Lab integrates directly with Weights & Biases, GitHub, SkyPilot, Slurm, and Kubernetes. It provides a flexible, framework-agnostic environment to run Ray, Hugging Face TRL, Unsloth, PyTorch, or MLX tasks on any compute hardware (NVIDIA, AMD, TPUs, or Apple Silicon).