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@@ -482,7 +482,7 @@ Many repositories now support fine-tuning of the InternVL series models, includi
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  ### LMDeploy
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- LMDeploy is a toolkit for compressing, deploying, and serving LLM, developed by the MMRazor and MMDeploy teams.
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  ```sh
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  pip install lmdeploy>=0.5.3
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  LMDeploy's `api_server` enables models to be easily packed into services with a single command. The provided RESTful APIs are compatible with OpenAI's interfaces. Below are an example of service startup:
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  ```shell
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- lmdeploy serve api_server OpenGVLab/InternVL2-40B --backend turbomind --server-port 23333 --tp 2
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  ```
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  To use the OpenAI-style interface, you need to install OpenAI:
 
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  ### LMDeploy
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+ LMDeploy is a toolkit for compressing, deploying, and serving LLMs & VLMs.
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  ```sh
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  pip install lmdeploy>=0.5.3
 
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  LMDeploy's `api_server` enables models to be easily packed into services with a single command. The provided RESTful APIs are compatible with OpenAI's interfaces. Below are an example of service startup:
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  ```shell
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+ lmdeploy serve api_server OpenGVLab/InternVL2-40B --server-port 23333 --tp 2
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  ```
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  To use the OpenAI-style interface, you need to install OpenAI: