Model details
模型介绍 中文整理 mPLUG-Owl介绍
mPLUG-Owl是一种面向多模态语言模型的模块化的训练范式。其能学习与语言空间相适应的视觉知识，并支持在多模态场景(支持图片、文本输入)下进行多轮对话。它涌现多图关系理解，场景文本理解和基于视觉的文档理解等能力。
模型描述
mPLUG-Owl基于mPLUG-2模块化的思想，通过多阶段分别训练模型的视觉底座与语言模型，使其视觉知识能与预训练语言模型紧密协作，达到了显著优于主流多模态语言模型的效果。
在线体验
ModelScope Hugging Face
[](https://huggingface.co/spaces/MAGAer13/mPLUG-Owl)
期望模型使用方式以及适用范围
本模型主要接受用户的多模态输入，已支持文本、图像、视频。同时也支持和用户进行多轮对话。具体使用方式参考代码示例。
如何使用
安装最新版本的Modelscope之后即可使用mPLUG-Owl。
以下为一个图文对话的使用示例：
示例展示
评估数据集OwlEval
我们提出了针对视觉相关指令的测评集 OwlEval，用以评估多模态语言模型的对带有视觉信息上下文的理解能力。
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Pinned version · Multiple download options
multi-modal_mplug_owl_multimodal-dialogue_7b model download Download the full repository or choose a version or file.
Choose a download source ModelScope · China direct Pinned ModelScope version: 8083a603bb6afc6190fa74edf8c90a38f2fe70ee. Version identifiers can differ across sites. The alternative source was provided after checking weights and runtime configuration; this is not proof of a successful model run.
A checked, pinned ModelScope source is available for this model. Use the ModelScope download tool.
Choose what to download
Full repository · All files Selected version / file Need just one GGUF precision? Load the file manifest and choose a version. Direct file links do not require Python; the command below can download multiple shards together.
Load available versions and files
Quantization / file Load the manifest to choose This reads the pinned version's file manifest; no model weights are downloaded.
Choose your operating system Windows · PowerShell Linux / macOS · Terminal For command-line downloads, follow these steps to get the full repository or selected files. Direct file links do not need these steps.
1 Open a terminal window Create and open a folder for the model. In the folder's address bar, enter powershell and press Enter.
If Python is not installed, get it from the official Python website . In the terminal, enter python --version; continue when a version number appears.
2 First time? Install the download tool Copy this command, paste it into the terminal, press Enter and wait for installation to finish.
python -m pip install --upgrade huggingface_hubCopy install command Already installed? Continue to step 3.
3 Run the download command Select the button below, paste into the same terminal and press Enter. The tool downloads all files included in the current command.
Copy full download command Copying does not start a download. Paste and run the command on your device.
Where are the downloaded files? Open the folder you chose. Look for the models folder. When progress stops and the terminal returns to its prompt without errors, check that all files are present. 'Copied' does not mean 'downloaded'.
No response or an error? python not found: Install Python and reopen the terminal. On Windows, follow the installer's instructions to enable command-line access.
hf not found: Confirm that step 2 succeeded, then reopen the terminal. If needed, add Python's Scripts folder to your user PATH. Do not repeatedly download scripts.
Network interrupted: Stay in the same folder and run the same command again. The tool checks existing files.
Permission or disk error: Choose a writable folder with enough free space. Do not disable system security protection.
View the full download command 请开启浏览器脚本，或使用默认 Windows 教程并展开命令手动复制执行。
