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MLflow
MLflow is an open source platform for managing the machine learning lifecycle with experiment tracking, a model registry, and deployment oriented APIs, plus an optional free managed hosting option, helping teams compare runs and govern models across training evaluation and release.
Scale AI
Scale AI provides enterprise data and evaluation services for building AI systems, including data labeling, RLHF, model evaluation, safety and alignment programs, and agentic solutions, delivered through a demo led engagement rather than a self serve pricing table.
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