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All digests tagged Cloud Infrastructure
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CoreWeave Forge unifies the AI loop (Run, Observe, Curate, Improve, Evaluate) into one connected environment. The keynote detailed how to move AI agents from demo to production, featuring the NVIDIA Vera Rubin NVL72 and advanced evaluation techniques.
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Learn how to optimize AI compute capacity, control costs, and scale economically using CoreWeave's advanced capacity plans, Spot Instances, and the Mission Control platform.
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Bogdan Gaza details the engineering lessons from generating 12 trillion synthetic tokens. He covers scaling from Slurm to a unified Ray/KubeRay/vLLM pipeline on EKS, solving bottlenecks like S3 metadata fetching and cross-cluster scheduling.
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CoreWeave AI Object Storage solves data bottlenecks for AI by offering up to 7 GB/s per GPU throughput. Learn about LOTA, automated billing, and multicloud data access.
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Discover CoreWeave ARIA, an AI research agent built into Coreweave Forge. ARIA automates the AI development lifecycle by analyzing metrics, generating comparative workspace views, and running auto research experiments to accelerate model optimization.
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Discover the shift from physics-based to AI weather forecasting models. Learn how Hugging Face is standardizing the deployment, evaluation, and fine-tuning of complex scientific models using EarthMover and cloud infrastructure.
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The conversation dives into scaling distributed systems, covering everything from simulating database failures with proxies to optimizing vector storage on S3 for AI workloads.
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To train autonomous AI agents, Emulated simulates entire companies in high-fidelity environments. This moves beyond simple code diffs to model complex failures across distributed clusters and cloud resources.
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