Update code

[Jintao-Huang]

PR type

• Bug Fix
• New Feature
• Document Updates
• More Models or Datasets Support

1. 更新LLM量化文档
2. 修复qwen1.5最佳实践中的错误
3. 部署的Model增加is_chat字段, 并可以修改owned_by
4. 支持awq, gptq不需要注册的qlora
5. 优化inference_stream
6. 修复全参数对processor的保存 (DeepseekVL, mplug)
7. DeepseekVL, device_map修复

English:

1. Update LLM quantization document
2. Fix errors in the best practices of qwen1.5
3. The deployed model adds the "is_chat" field and allows modification of "owned_by"
4. Support awq, gptq without the need for registration in qlora