[New Model]: openbmb/MiniCPM-o-2_6

[myoss]

The model to consider.

Adding support for MiniCPM-o-2, please review.
HuggingFace Page: https://huggingface.co/openbmb/MiniCPM-o-2_6

MiniCPM-o 2.6 is the latest and most capable model in the MiniCPM-o series. The model is built in an end-to-end fashion based on SigLip-400M, Whisper-medium-300M, ChatTTS-200M, and Qwen2.5-7B with a total of 8B parameters. It exhibits a significant performance improvement over MiniCPM-V 2.6, and introduces new features for real-time speech conversation and multimodal live streaming. Notable features of MiniCPM-o 2.6 include

The closest model vllm already supports.

https://github.com/vllm-project/vllm/blob/main/vllm/model_executor/models/minicpmv.py

What's your difficulty of supporting the model you want?

  File "/usr/local/lib/python3.12/site-packages/vllm/model_executor/models/registry.py", line 421, in inspect_model_cls
    return self._raise_for_unsupported(architectures)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/site-packages/vllm/model_executor/models/registry.py", line 382, in _raise_for_unsupported
    raise ValueError(
ValueError: Model architectures ['MiniCPMO'] are not supported for now.

Before submitting a new issue...

• Make sure you already searched for relevant issues, and asked the chatbot living at the bottom right corner of the documentation page, which can answer lots of frequently asked questions.

[DarkLight1337]

Thanks for your interest, it is already being worked on in #12069