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@inclusionAI

inclusionAI

This organization contains the series of open-source projects from Ant Group with dedicated efforts to work towards Artificial General Intelligence (AGI).
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AI Built By Everyone, For Everyone

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inclusionAI contains the series of open-source projects from Ant Group with dedicated efforts to work towards Artificial General Intelligence (AGI).

In here you can find Large Language Models (LLM), Reinforcement Learning (RL) or other systems related to model training and inference, and other AGI-related frameworks or applications.

Get Involved

Our work is guided by the principles of fairness, transparency, and collaboration, and we are dedicated to creating models that reflect the diversity of the world we live in. Whether you're a researcher, developer, or simply someone passionate about AI, we invite you to join us in our mission to create AI that benefits everyone.

  • Explore Our Models: Check out our latest models and datasets on the inclusionAI Hub.
  • Contribute: Interested in contributing? Visit our GitHub repository to get started.
  • Join the Conversation: Connect with us on Twitter and Discord to stay updated on our latest projects and initiatives.

🤖 We are also bridging the gap between digital intelligence and the physical world, exploring the frontiers of Embodied AI. Check out Robbyant, an organization under Ant Group dedicated to building the foundational platform for Embodied AI.

We ❤️ open source, and all projects(models) in our organization are based on MIT or Apache licenses. You must not use our models or projects in a manner that infringes, misappropriates, or otherwise violates any third party's rights, including intellectual property rights. For more information, please check our respective repositories.

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  1. LLaDA2.X LLaDA2.X Public

    LLaDA2.0 is the diffusion language model series developed by InclusionAI team, Ant Group.

    532 29

  2. Zooming-without-Zooming-v2 Zooming-without-Zooming-v2 Public

    ZwZ-v2: RL-trained vision-language models (4B/9B/27B) that connect fine-grained visual evidence across image regions, trained with GRPO on 20.4K verified multi-region VQA examples.

    Python 16

  3. Avernet Avernet Public

    Distributed agent coordination platform where agents live, connect, coordinate, execute, and evolve together — like an organization.

    Python 601 78

  4. AReno AReno Public

    An easy-to-use, fast toolkit to scale up RL post-training on a single node.

    Python 385 138

  5. Ling-V2.5 Ling-V2.5 Public

    Python 28 4

  6. Ring-V2.5 Ring-V2.5 Public

    Python 47 6

Repositories

Showing 10 of 80 repositories
  • ASpec Public

    A high-throughput training framework for Speculative decoding models.

    inclusionAI/ASpec's past year of commit activity
    Python 38 Apache-2.0 2 0 0 Updated Nov 6, 2026
  • Avernet Public

    Distributed agent coordination platform where agents live, connect, coordinate, execute, and evolve together — like an organization.

    inclusionAI/Avernet's past year of commit activity
    Python 601 Apache-2.0 78 122 (1 issue needs help) 240 Updated Nov 6, 2026
  • ling-cookbook Public

    Guide, document and practical tips for getting the most out of the Ling model series.

    inclusionAI/ling-cookbook's past year of commit activity
    Jupyter Notebook 44 14 1 4 Updated Nov 6, 2026
  • AKernel Public

    Programmable datacenter-scale infrastructure for Agents.

    inclusionAI/AKernel's past year of commit activity
    Python 45 Apache-2.0 12 8 11 Updated Nov 6, 2026
  • Ming-Image Public
    inclusionAI/Ming-Image's past year of commit activity
    Python 233 MIT 15 5 0 Updated Nov 6, 2026
  • TorchTurbo Public

    A supernode-native post-training engine for rapidly adapting and training LLMs & VLMs

    inclusionAI/TorchTurbo's past year of commit activity
    Python 42 Apache-2.0 24 3 22 Updated Nov 6, 2026
  • AReno Public

    An easy-to-use, fast toolkit to scale up RL post-training on a single node.

    inclusionAI/AReno's past year of commit activity
    Python 385 Apache-2.0 138 101 78 Updated Nov 6, 2026
  • buildkit-service Public

    Distributed image build and package mirror services for agentic infrastructure.

    inclusionAI/buildkit-service's past year of commit activity
    Go 2 Apache-2.0 4 0 0 Updated Nov 6, 2026
  • sandboxd Public

    A sandbox runtime daemon.

    inclusionAI/sandboxd's past year of commit activity
    Go 5 Apache-2.0 7 6 7 Updated Nov 6, 2026
  • AudioMCQ Public

    [ICLR 2026] AudioMCQ: A 571k audio multiple-choice question dataset for post-training Large Audio Language Models with dual CoT annotations and audio-contribution filtering. 🏆 1st place in DCASE 2025 Challenge.

    inclusionAI/AudioMCQ's past year of commit activity
    Python 53 Apache-2.0 4 1 0 Updated Nov 5, 2026