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nemo-automodel-model-onboarding

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Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation.

When to use

• This skill guides implementation of new model architectures in NeMo AutoModel. Follow the five phases in order. <!-- NVSkills signature refresh requested after PR #2998 (2026-07-31). -->

When not to use

• Standalone training recipe YAML questions
• Optimizers, datasets, schedulers, validation datasets
• Trainer wiring
• Distributed strategy
• Launcher configuration
• General recipe authoring
• FSDP2, DDP, tensor parallel, or context parallel settings
• Slurm, SkyPilot, containers, mounts, or launch dispatch

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