NVIDIA-NeMo/Automodel — 🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

Description and use

NVIDIA‑NeMo Automodel is an open‑source library that enables native distributed training of large language and vision‑language models using PyTorch. It provides out‑of‑the‑box integration with Hugging Face Transformers, simplifying the scaling of LLM/VLM workloads across multiple GPUs or nodes. The project is geared toward AI/ML researchers and engineers who need efficient, production‑ready distributed training pipelines.

Problem

NVIDIA-NeMo/Automodel helps add AI capability without starting from a blank model stack.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Evidence

🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

Source