OpenVINO provides inference optimization and deployment capabilities for deep learning models, supporting frameworks like PyTorch, TensorFlow, ONNX, and Hugging Face transformers/diffusers. It targets Intel hardware across CPUs, integrated GPUs, and dedicated accelerators, with built-in optimization passes for quantization, pruning, and compilation. The toolkit also maintains a separate generative AI library for LLM inference and diffusion model support.