OpenBMB

    OpenBMB/MiniCPM-V

    See, hear, and interact on your local devices.

    27.1K stars
    2.1K forks
    163 GitHub watchers
    Updated Nov 10, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    No releases in the last 90 days; the most recent was 532 days ago, with 37 contributors on GitHub.

    Peaked at #14 in the weekly ranking the week of Feb 8, its best in the past year.

    Use Cases & Benefits

    • Delivers ultra-efficient multimodal large language models for image, video, and audio understanding on mobile devices with high performance and low resource usage.
    • Combines state-of-the-art vision, speech, and multimodal capabilities with efficient token compression and end-to-end streaming for real-time on-device inference.
    • Use for deploying advanced vision-language models on smartphones and tablets to enable high refresh rate video understanding and complex document parsing.
    • Use for building bilingual real-time speech conversation systems with configurable voice styles and emotion control on edge devices.
    • Use for developing multimodal live streaming applications that process continuous video and audio streams with real-time interaction on end-side hardware.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    A GPT-4o Level MLLM for Single Image, Multi Image and Video Understanding on Your Phone

    MiniCPM-V 4.5 🤗 🤖 | MiniCPM-o 2.6 🤗 🤖 | 🍳 Cookbook | 📄 Technical Report (Coming Soon)

    Excerpt from the OpenBMB/MiniCPM-V README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    2.1K+77

    Open issues

    66+7

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

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    OpenBMB/MiniCPM-V27.1K—75532 days ago
    Category median94.7K+2.0K75—

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