NVIDIA-NeMo/Automodel

testing

Testing reference for NeMo AutoModel — unit and functional test layout, tier semantics (L0/L1/L2), running tests locally, adding or disabling tests, and pytest conventions. Use when adding, running, or disabling tests; debugging a test failure; choosing the…

Idioma del texto original: inglés

fern-docs

Maintain the NeMo AutoModel Fern docs site under docs/ (MDX content) + docs/fern/ (infra) — add, update, move, or remove pages; manage redirects, slugs, navigation, and version aliases; run validation and previews. Use when editing or adding documentation…

Idioma del texto original: inglés

nemo-automodel-distributed-training

Guide for selecting and configuring distributed training strategies in NeMo AutoModel, including FSDP2, Megatron FSDP, DDP, and parallelism settings. Use when adding or modifying distributed training strategies (FSDP2, HSDP, DDP), debugging multi-GPU or…

Idioma del texto original: inglés

build-and-dependency

Dev environment setup for NeMo AutoModel — container-based development, uv package management, installation options, environment variables, and common build pitfalls. Use when setting up a dev environment, adding or removing dependencies, switching container…

Idioma del texto original: inglés

cicd

CI/CD reference for NeMo AutoModel — pipeline structure, commit and PR workflow, CI failure investigation, and common failure patterns. Use when investigating a CI failure, understanding the pipeline structure, writing a commit or PR, triggering CI, 'CI is…

Idioma del texto original: inglés

linting-and-formatting

Code style and quality rules for NeMo AutoModel — ruff configuration, naming conventions, type hints, docstrings, copyright headers, and the code review checklist. Use when writing or reviewing code for style compliance, fixing ruff errors, understanding type…

Idioma del texto original: inglés

parity-testing

Verify numerical parity between NeMo AutoModel implementations and reference HuggingFace models, including state dict and forward-pass checks. Use when verifying numerical correctness of a new or modified model against its HuggingFace reference, debugging…

Idioma del texto original: inglés

nemo-automodel-launcher-config

Configure NeMo AutoModel job launches for interactive runs, Slurm clusters, and SkyPilot cloud execution. Use when configuring Slurm or SkyPilot job submission, setting up multi-node launch scripts, debugging job submission failures, or switching between…

Idioma del texto original: inglés

nemo-automodel-model-onboarding

Guide for onboarding new model architectures into NeMo AutoModel, including architecture discovery, implementation patterns, registration, and validation. Use when adding or modifying model architecture support in NeMo AutoModel, such as LLM/VLM/MoE model…

Idioma del texto original: inglés

nemo-automodel-recipe-development

Create and modify NeMo AutoModel training and evaluation recipes, including YAML structure, builders, and execution flow. Use when creating or modifying training, SFT, or eval recipes, adding new YAML config fields, debugging recipe construction or trainer…

Idioma del texto original: inglés

pr-review

Repository review rubric for the formal /review command.

Idioma del texto original: inglés