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Introducing ML 3.0: The Next Generation Platform

Announcing major updates to our platform including new algorithms, better GPU support, and enhanced collaboration features.

AK

Alex Kim

VP of Product

Mar 25, 20265 min read
ML 3.0

Now Available

Today, we're thrilled to announce the general availability of ML 3.0—the most significant update to our platform since we launched. This release represents months of work based on feedback from our community of over 50,000 machine learning practitioners.

What's New in ML 3.0

New Algorithm Library

50+ new pre-built algorithms including state-of-the-art transformers, diffusion models, and RL agents.

2x Faster Training

Optimized kernels and improved GPU utilization deliver 2x faster training on average.

Team Workspaces

Collaborate seamlessly with shared experiments, datasets, and model registries.

Enterprise Security

SOC 2 Type II certified with new RBAC, audit logs, and private deployments.

Enhanced GPU Support

ML 3.0 introduces native support for NVIDIA H200 and AMD MI350X GPUs, along with optimized kernels that automatically select the best configuration for your hardware. Multi-node training is now seamless with our new distributed training coordinator.

Getting Started

Existing users are automatically upgraded to ML 3.0. New users can get started with our free tier, which now includes 100 GPU hours per month. Check out our updated documentation and tutorials to explore the new features.

AK

Alex Kim

VP of Product

Alex leads product at 1.ML, previously Product Lead at Meta AI.