支持对qwen2-audio-instruct的加速吗

### Checklist

- [X] 1. I have searched related issues but cannot get the expected help.
- [ ] 2. The bug has not been fixed in the latest version.
- [ ] 3. Please note that if the bug-related issue you submitted lacks corresponding environment info and a minimal reproducible demo, it will be challenging for us to reproduce and resolve the issue, reducing the likelihood of receiving feedback.

### Describe the bug

没有看到对音频多模态模型的加速

### Reproduction

使用swift中的lmdeploy加速

### Environment

```Shell
qwen2-audio的环境
```

### Error traceback

_No response_