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use resnet50 as the backbone training COCO, the map is only 42.5，cannot reach 46.4

5

 The configs file used is pycenternet_r50_fpn_3_levels_giou_fast_mstrain_6x_coco.py，others haven't changed anything，the result of map is only 42.5，why？？？？？

[Bug] 部署的多模态模型，多轮对话时输出结果异常

11

### Checklist - [X] 1. I have searched related issues but cannot get the expected help. - [X] 2. The bug has not been fixed in the latest version. ###...

[Bug] 部署llava-v1.6-34b，模型一直输出重复的结果

4

### Checklist - [ ] 1. I have searched related issues but cannot get the expected help. - [ ] 2. The bug has not been fixed in the latest...

部署 VLM 类 openai 服务，怎样支持并发

3

我使用lmdeploy部署了Internvl2模型，在使用的时候需要等待前一个问题回答完成后，模型才会处理下一个请求，请问下lmdeploy在部署的时候怎样支持并发？ 部署的脚本为： ``` lmdeploy serve api_server /data/workspace/models/InternVL2-2B --server-port 23333 --tp 2 --cache-max-entry-count 0.5 ```

[Bug] internv2系列模型使用pipeline报错

10

### Checklist - [ ] 1. I have searched related issues but cannot get the expected help. - [ ] 2. The bug has not been fixed in the latest...