[Model] Refactoring of MiniCPM-V and add MiniCPM-o-2.6 support for vLLM (#12069)

Signed-off-by: hzh <hezhihui_thu@163.com>
Signed-off-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
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Co-authored-by: Sungjae Lee <33976427+llsj14@users.noreply.github.com>
Co-authored-by: shaochangxu <85155497+shaochangxu@users.noreply.github.com>
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Co-authored-by: Cyrus Leung <tlleungac@connect.ust.hk>
Co-authored-by: Nicolò Lucchesi <nlucches@redhat.com>
Co-authored-by: sixgod <evethwillbeok@outlook.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
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Co-authored-by: Rafael Vasquez <rafvasq21@gmail.com>
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Co-authored-by: Cyrus Leung <cyrus.tl.leung@gmail.com>
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Co-authored-by: Oleg Mosalov <oleg@krai.ai>
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Co-authored-by: Yikun Jiang <yikunkero@gmail.com>
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Co-authored-by: mgoin <michael@neuralmagic.com>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
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Co-authored-by: Roger Wang <ywang@roblox.com>

tests/models/registry.py

@@ -245,7 +245,9 @@ _MULTIMODAL_EXAMPLE_MODELS = {
     "LlavaOnevisionForConditionalGeneration": _HfExamplesInfo("llava-hf/llava-onevision-qwen2-0.5b-ov-hf"),  # noqa: E501
     "MantisForConditionalGeneration": _HfExamplesInfo("TIGER-Lab/Mantis-8B-siglip-llama3",  # noqa: E501
                                                       hf_overrides={"architectures": ["MantisForConditionalGeneration"]}),  # noqa: E501
-    "MiniCPMV": _HfExamplesInfo("openbmb/MiniCPM-Llama3-V-2_5",
+    "MiniCPMO": _HfExamplesInfo("openbmb/MiniCPM-o-2_6",
+                                trust_remote_code=True),
+    "MiniCPMV": _HfExamplesInfo("openbmb/MiniCPM-V-2_6",
                                 trust_remote_code=True),
     "MolmoForCausalLM": _HfExamplesInfo("allenai/Molmo-7B-D-0924",
                                         trust_remote_code=True),