Skill UI

Automates FastAPI ML endpoint deployments by guiding architecture, producing production-ready code, and validating serving configs when you invoke the ML deployment skill.

LlamaGuard is Meta’s 7–8B safety-specialized LLM that filters both prompts and responses by classifying six threat categories, enabling fast inference via vLLM/SageMaker and integration into NeMo Guardrails for end-to-end moderation.

Torchforge RL Training documents Meta's PyTorch-native torchforge library, which separates algorithms from infrastructure so researchers can explore GRPO/SFT losses, manage Monarch actors, tap TorchTitan and vLLM for scalable distributed runs, and monitor KL/loss curves.