Flyte and Weights & Biases Integration
With Flyte’s latest plugin for Weights & Biases, you can now effectively run Machine Learning or AI workflows on Union and integrate with Weights & Biases capabilities.
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Orchestrate Your AI
Bring engineering, ops and data science teams together to create AI products efficiently with lower cost and faster time to market.
Flyte, supercharged
All of the ML workflow features you’ve come to love with Flyte™, by the team that built Flyte, but optimized for better execution, governance, and productivity so that your teams spend less time debugging and more time innovating.
Unify work streams
Integrated compute and orchestration delivers an end-to-end platform that accelerates AI product development with managed ops and flexible deployment.
Maximize AI ROI
Ship faster and more efficiently, reducing costs without sacrificing innovation. Execute on a trusted foundation that includes role-based accounts, SOC-2 compliance and enterprise-grade observability and tracking.
Modern orchestration built for AI scale
Python-driven experience
We take care of running your compute efficiently, so developers and data scientists can define, manage, and execute complex workflows using familiar Python constructs and libraries.
Local development, rapid scale
Build locally with a modern, modular architecture that reinforces software development best practices, then seamlessly transition to remote execution
Declarative infrastructure
Express your requirements and leave the infrastructure provisioning, configuring, and scaling to us. Leverage Ray, Spark, Dask, distributed training all through a single platform.
Enhanced performance
Boost performance with faster file reads, full workflow caching, and an optimized engine that has been fine-tuned and optimized for faster executions.
Work with any GPU type
Adapt to diverse computing needs with an array of GPU types (Nvidia, TPU & other accelerators) tailored to your needs to maximize performance and minimize costs.
Secure multi-cloud
Confidently run your AI and data workflows across different cloud providers while maintaining high data protection standards and compliance with full data lineage, versioning, caching, observability, and reproducibility.
The Union orchestration partner network
Union powers the most advanced AI Apps
“Union solves our operational complexity problems across diverse workloads, whether it is running data cleaning & pre-processing workflows or protein structure ML predictions for low-volume, high-complexity scientific workloads to large-scale scientific simulations. Additionally, the platform can drive down the relative cost of protein production by orders of magnitude. With Union as our standardized workflow orchestration platform, we can stop managing our own systems and infrastructure, and instead focus on antibody discovery and development.”
Alex Ford
Head of Data Platform at AbCellera Biologics
“Our provisions time is at least two times faster on average. The model execution time, we have three times faster, and the cost, which we can actually probably further optimize with minimal configuration and optimization, is at least three times cheaper. And so over time, we’re expecting to save even more.”
Katrina Palen
Staff ML Platform Engineer at Stash
“With Union as our standardized workflow orchestration platform, we can stop managing our own systems and infrastructure, and instead focus on antibody discovery and development.”
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Alex Ford
Head of Data Platform at AbCellera Biologics
