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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

    Python 1.1k 162

  2. RL RL Public

    Scalable toolkit for efficient model reinforcement

    Python 598 90

  3. Run Run Public

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

    Python 176 69

  4. Automodel Automodel Public

    Fine-tune any Hugging Face LLM or VLM on day-0 using PyTorch-native features for GPU-accelerated distributed training with superior performance and memory efficiency.

    Python 37 3

  5. Megatron-Bridge Megatron-Bridge Public

    Training library for Megatron-based models

    Python 14 3

  6. Export-Deploy Export-Deploy Public

    A library for exporting models including NeMo and Hugging Face to optimized inference backends, and deploying them for efficient querying

    Python 12 1

Repositories

Showing 9 of 9 repositories
  • Megatron-Bridge Public

    Training library for Megatron-based models

    NVIDIA-NeMo/Megatron-Bridge’s past year of commit activity
    Python 14 Apache-2.0 3 37 27 Updated Aug 9, 2025
  • RL Public

    Scalable toolkit for efficient model reinforcement

    NVIDIA-NeMo/RL’s past year of commit activity
    Python 598 Apache-2.0 90 143 (2 issues need help) 48 Updated Aug 9, 2025
  • Automodel Public

    Fine-tune any Hugging Face LLM or VLM on day-0 using PyTorch-native features for GPU-accelerated distributed training with superior performance and memory efficiency.

    NVIDIA-NeMo/Automodel’s past year of commit activity
    Python 37 Apache-2.0 3 41 (4 issues need help) 26 Updated Aug 9, 2025
  • Curator Public

    Scalable data pre processing and curation toolkit for LLMs

    NVIDIA-NeMo/Curator’s past year of commit activity
    Python 1,054 Apache-2.0 162 53 39 Updated Aug 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 176 Apache-2.0 68 8 4 Updated Aug 8, 2025
  • Export-Deploy Public

    A library for exporting models including NeMo and Hugging Face to optimized inference backends, and deploying them for efficient querying

    NVIDIA-NeMo/Export-Deploy’s past year of commit activity
    Python 12 Apache-2.0 1 2 5 Updated Aug 8, 2025
  • Eval Public

    A library for evaluating NeMo FW checkpoints with state-of-the-art evaluation harnesses

    NVIDIA-NeMo/Eval’s past year of commit activity
    Python 3 Apache-2.0 0 2 6 Updated Aug 8, 2025
  • FW-CI-templates Public

    CI/CD templates for NeMo-FW libraries

    NVIDIA-NeMo/FW-CI-templates’s past year of commit activity
    Python 5 Apache-2.0 2 1 2 Updated Aug 3, 2025
  • .github Public
    NVIDIA-NeMo/.github’s past year of commit activity
    0 0 0 1 Updated Jul 29, 2025

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