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  This model is 4bit quantized of [glm-4v-9b](https://huggingface.co/THUDM/glm-4v-9b) Model (Less than 9G).
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- It has exciting result in document, image, chart understanding and questioning answering superior performance over GPT-4-turbo-2024-04-09, Gemini 1.0 Pro, Qwen-VL-Max, and Claude 3 Opus.
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  Some part of the original Model changed and It can excute on free version of google colab.
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  # Try it: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1aZGX9f5Yw1WbiOrS3TpvPk_UJUP_yYQU?usp=sharing)
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  ### About GLM-4V-9B
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  GLM-4V-9B is a multimodal language model with visual understanding capabilities. The evaluation results of its related classic tasks are as follows:
 
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  This model is 4bit quantized of [glm-4v-9b](https://huggingface.co/THUDM/glm-4v-9b) Model (Less than 9G).
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+ It excels in document, image, chart questioning answering and delivers superior performance over GPT-4-turbo-2024-04-09, Gemini 1.0 Pro, Qwen-VL-Max, and Claude 3 Opus.
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  Some part of the original Model changed and It can excute on free version of google colab.
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  # Try it: [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1aZGX9f5Yw1WbiOrS3TpvPk_UJUP_yYQU?usp=sharing)
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+ Note: For optimal performance with document and image understanding, please use English or Chinese. The model can still handle chat in any supported language.
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  ### About GLM-4V-9B
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  GLM-4V-9B is a multimodal language model with visual understanding capabilities. The evaluation results of its related classic tasks are as follows: