See how W&B integrates with the ML ecosystem
W&B integrates with a wide variety of tools across the ML lifecycle:
Multi-cloud and flexible deployment
Weights & Biases offers unmatched cloud flexibility, with secure enterprise deployments via a W&B-managed SaaS cloud or dedicated private cloud.
We are available on all 3 major cloud marketplaces, with full integrations with AWS Sagemaker and GCP Vertex. W&B is also framework and library agnostic, working with popular libraries like Azure OpenAI, Optimized Pytorch and HuggingFace on cloud platforms.
Best-in-class compute hardware
Weights & Biases is a DGX-ready software provider and available for use with NVIDIA Base Command. Leverage the power of NVIDIA accelerated computing to build and deploy better models faster and supercharge your ML practice. We’re also constantly adding new integrations with NVIDIA, like the NVIDIA-developed toolkit NeMo for speech recognition.
W&B works with 9,000+ ML libraries and repos, including:
Become a partner
Our partners work closely together with Weights & Biases to build and deliver the best MLOps tools and solutions. Become a Weights & Biases partner and gain access to exclusive training, integration solutions, and go-to-market collaborations.