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earth2studio-create-diagnostic

separate

Create Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics, packaged AutoModel diagnostics, and generative or diffusion diagnostics. Do NOT use for prognostic time-stepping models, data sources, or installation.

When to use

• Implement a diagnostic model wrapper connecting third-party or derived ML transforms to Earth2Studio. Diagnostic models transform data at a single time point: input fields in, output fields out, no forecast integration.

When not to use

• Handles single-step transformations only
• Does not support time-stepping forecast models; use `earth2studio-create-prognostic`
• Real package tests can require network access to NGC, HuggingFace, S3, or other registries
• Generative validation can require GPU and fixed seeds for meaningful comparison

Skill page

Source