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@@ -17,7 +17,7 @@ library_name: transformers
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  <p align="center">
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  👋 Join our <a href="https://discord.com/invite/8cnQKdAprg" target="_blank">Discord</a> communities.
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  <br>
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- 📖 Check out the <a href="https://arxiv.org/abs/2507.01006" target="_blank">paper</a>.
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  <br>
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  📍 Access the GLM-V series models via API on the <a href="https://docs.z.ai/guides/vlm/glm-4.5v">ZhipuAI Open Platform</a>.
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  </p>
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  ## Quick Start
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  Using with transformers:
 
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  ```shell
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  pip install transformers-v4.55.0-GLM-4.5V-preview
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  ```
 
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  <p align="center">
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  👋 Join our <a href="https://discord.com/invite/8cnQKdAprg" target="_blank">Discord</a> communities.
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  <br>
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+ 📖 Check out the <a href="https://github.com/zai-org/GLM-V/blob/main/resources/GLM-4.5V_technical_report.pdf" target="_blank">paper</a>.
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  <br>
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  📍 Access the GLM-V series models via API on the <a href="https://docs.z.ai/guides/vlm/glm-4.5v">ZhipuAI Open Platform</a>.
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  </p>
 
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  ## Quick Start
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  Using with transformers:
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+
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  ```shell
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  pip install transformers-v4.55.0-GLM-4.5V-preview
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  ```