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MODEL Listed

MiniCPM-o-4_5

MiniCPM-o-4_5 is an end-to-end omni-modal model designed for seamless any-to-any interaction. Unlike traditional pipelines that chain separate vision, audio, and text models together—often leading to high latency and information loss—this architecture processes multiple modalities natively. For developers, this means significantly improved temporal alignment in video understanding and more natural, low-latency responses in voice-based applications. It is particularly well-suited for edge deployment and real-time multimodal agents where computational efficiency is critical. While larger proprietary models offer higher raw reasoning power, MiniCPM-o-4_5 provides a competitive alternative for developers needing high-performance multimodal capabilities within a more manageable footprint. It integrates easily into existing workflows via Hugging Face and is released under the Apache 2.0 license, making it highly accessible for commercial integration and fine-tuning.

openbmbany to any
01 / MODEL CARD

Model card

MiniCPM-o-4_5 is an end-to-end omni-modal model designed for seamless any-to-any interaction. Unlike traditional pipelines that chain separate vision, audio, and text models together—often leading to high latency and information loss—this architecture processes multiple modalities natively. For developers, this means significantly improved temporal alignment in video understanding and more natural, low-latency responses in voice-based applications. It is particularly well-suited for edge deployment and real-time multimodal agents where computational efficiency is critical. While larger proprietary models offer higher raw reasoning power, MiniCPM-o-4_5 provides a competitive alternative for developers needing high-performance multimodal capabilities within a more manageable footprint. It integrates easily into existing workflows via Hugging Face and is released under the Apache 2.0 license, making it highly accessible for commercial integration and fine-tuning.

Model typeany to any
Provideropenbmb
Licenseapache-2.0
02 / FILES & VERSIONS

Model files and versions

Model cardModel description and metadata available in this entry
Listed
Source repositoryhttps://huggingface.co/openbmb/MiniCPM-o-4_5
View model source
Version informationUse the source repository for the latest version
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03 / DOWNLOAD

Download this model

We recommend using the ModelScope CLI or SDK. Install ModelScope first, then choose a full snapshot, single file, SDK or Git LFS workflow.

This entry points to Hugging Face. The commands use the matching ModelScope repository format; confirm that the repository exists on ModelScope before running them. Model repository: openbmb/MiniCPM-o-4_5
Install ModelScope

Install the CLI and SDK dependency before downloading.

pip install modelscope
Download the full model repository

Download the complete weights, configuration and model card.

modelscope download --model openbmb/MiniCPM-o-4_5
Download one file to a local directory

README.md is used as an example; replace it with another repository file when needed.

modelscope download --model openbmb/MiniCPM-o-4_5 README.md --local_dir ./dir
Download with the SDK

Useful in Python projects and automation scripts.

from modelscope import snapshot_download
model_dir = snapshot_download('openbmb/MiniCPM-o-4_5')
Clone with Git

Make sure Git LFS is installed correctly.

git lfs install
git clone https://www.modelscope.cn/openbmb/MiniCPM-o-4_5.git
Clone without downloading LFS blobs

Fetch the repository structure first, then pull large files when needed.

GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/openbmb/MiniCPM-o-4_5.git
04 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the model card and source information.

  2. 02
    Step 2

    Start with a small, non-sensitive evaluation.

  3. 03
    Step 3

    Review quality, licensing and usage limits.

  4. 04
    Step 4

    Adopt it only after validation.

05 / DISCUSSIONS

Discussions

Use this space to keep checking source information, usage experience and maintenance status.

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