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@NVIDIA-NeMo

NVIDIA-NeMo

NVIDIA NeMo Framework

NeMo Framework is NVIDIA's GPU accelerated, end-to-end training framework for large language models (LLMs), multi-modal models and speech models. It enables seamless scaling of training (both pretraining and post-training) workloads from single GPU to thousand-node clusters for both 🤗Hugging Face, Megatron, and Pytorch models.

This GitHub organization hosts repositories for NeMo's core components and integrations.

Documentation

To learn more about NVIDIA NeMo Framework and all of its component libraries, please refer to the NeMo Framework User Guide, which includes quick start guide, tutorials, model-specific recipes, best practice guides and performance benchmarks.

License

Apache 2.0 licensed with third-party attributions documented in each repository.

Popular repositories Loading

  1. Curator Curator Public

    Scalable data pre processing and curation toolkit for LLMs

    Jupyter Notebook 1k 145

  2. RL RL Public

    Scalable toolkit for efficient model reinforcement

    Python 484 62

  3. Run Run Public

    A tool to configure, launch and manage your machine learning experiments.

    Python 169 65

  4. Automodel Automodel Public

    Day-0 support for any Hugging Face model leveraging PyTorch native functionalities while providing performance and memory optimized training and inference recipes.

    Python 26 1

  5. FW-CI-templates FW-CI-templates Public

    CI/CD templates for NeMo-FW libraries

    Python 4 2

  6. .github .github Public

Repositories

Showing 6 of 6 repositories
  • RL Public

    Scalable toolkit for efficient model reinforcement

    NVIDIA-NeMo/RL’s past year of commit activity
    Python 484 Apache-2.0 62 117 (4 issues need help) 41 Updated Jul 9, 2025
  • Automodel Public

    Day-0 support for any Hugging Face model leveraging PyTorch native functionalities while providing performance and memory optimized training and inference recipes.

    NVIDIA-NeMo/Automodel’s past year of commit activity
    Python 26 Apache-2.0 1 1 13 Updated Jul 9, 2025
  • Curator Public

    Scalable data pre processing and curation toolkit for LLMs

    NVIDIA-NeMo/Curator’s past year of commit activity
    Jupyter Notebook 1,017 Apache-2.0 145 68 (1 issue needs help) 43 Updated Jul 9, 2025
  • Run Public

    A tool to configure, launch and manage your machine learning experiments.

    NVIDIA-NeMo/Run’s past year of commit activity
    Python 169 Apache-2.0 65 27 15 Updated Jul 9, 2025
  • FW-CI-templates Public

    CI/CD templates for NeMo-FW libraries

    NVIDIA-NeMo/FW-CI-templates’s past year of commit activity
    Python 4 Apache-2.0 2 1 1 Updated Jul 8, 2025
  • .github Public
    NVIDIA-NeMo/.github’s past year of commit activity
    0 0 0 0 Updated Jun 16, 2025
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