from vllm import ModelRegistry


def register_model():
    # from .demo_model import DemoModel  # noqa: F401
    from .qwen2_vl import Qwen2VLForConditionalGeneration #noqa: F401
    from .qwen2_5_vl import Qwen2_5_VLForConditionalGeneration #noqa: F401
    from .qwen3_moe import Qwen3MoeForCausalLM #noqa: F401
    from .qwen3_vl import Qwen3VLForConditionalGeneration
    from .qwen3_vl_moe import Qwen3VLMoeForConditionalGeneration
    from .qwen3_omni_moe_thinker import Qwen3OmniMoeThinkerForConditionalGeneration
    # from .llama4 import Llama4ForCausalLM #noqa: F401
    # from .mllama4 import Llama4ForConditionalGeneration #noqa: F401
    # from .deepseek_v2 import KunlunDeepseekV2MoE
    
    # ModelRegistry.register_model(
    #     "DemoModel",
    #     "vllm_kunlun.model_executor.models.demo_model:DemoModel")

    ModelRegistry.register_model(
        "Qwen2VLForConditionalGeneration",
        "vllm_kunlun.models.qwen2_vl:Qwen2VLForConditionalGeneration")

    ModelRegistry.register_model(
        "Qwen2_5_VLForConditionalGeneration",
        "vllm_kunlun.models.qwen2_5_vl:Qwen2_5_VLForConditionalGeneration")

    ModelRegistry.register_model(
        "Qwen3ForCausalLM",
        "vllm_kunlun.models.qwen3:Qwen3ForCausalLM")

    ModelRegistry.register_model(
        "Qwen3MoeForCausalLM",
        "vllm_kunlun.models.qwen3_moe:Qwen3MoeForCausalLM")

    ModelRegistry.register_model(
        "Qwen3NextForCausalLM",
        "vllm_kunlun.models.qwen3_next:Qwen3NextForCausalLM")
    
    ModelRegistry.register_model(
        "GlmForCausalLM",
        "vllm_kunlun.models.glm:GlmForCausalLM")  

    ModelRegistry.register_model(
        "GptOssForCausalLM",
        "vllm_kunlun.models.gpt_oss:GptOssForCausalLM")  

    ModelRegistry.register_model(
        "InternLM2ForCausalLM",
        "vllm_kunlun.models.internlm2:InternLM2ForCausalLM")
    
    ModelRegistry.register_model(
        "InternVLChatModel",
        "vllm_kunlun.models.internvl:InternVLChatModel")

    ModelRegistry.register_model(
        "InternS1ForConditionalGeneration",
        "vllm_kunlun.models.interns1:InternS1ForConditionalGeneration")
    
    ModelRegistry.register_model(
        "Qwen3VLForConditionalGeneration",
        "vllm_kunlun.models.qwen3_vl:Qwen3VLForConditionalGeneration")
    
    ModelRegistry.register_model(
        "Qwen3VLMoeForConditionalGeneration",
        "vllm_kunlun.models.qwen3_vl_moe:Qwen3VLMoeForConditionalGeneration")

    ModelRegistry.register_model(
        "Qwen3OmniMoeForConditionalGeneration",
        "vllm_kunlun.models.qwen3_omni_moe_thinker:Qwen3OmniMoeThinkerForConditionalGeneration")

    ModelRegistry.register_model(
        "SeedOssForCausalLM",
        "vllm_kunlun.models.seed_oss:SeedOssForCausalLM")

    ModelRegistry.register_model(
        "MiMoV2FlashForCausalLM",
        "vllm_kunlun.models.mimo_v2_flash:MiMoV2FlashForCausalLM")

    ModelRegistry.register_model(
        "GptOssForCausalLM",
        "vllm_kunlun.models.gpt_oss:GptOssForCausalLM")   

    ModelRegistry.register_model(
        "DeepseekV3ForCausalLM",
        "vllm_kunlun.models.deepseek_v2:DeepseekV3ForCausalLM")

    ModelRegistry.register_model(
        "DeepseekV32ForCausalLM",
        "vllm_kunlun.models.deepseek_v2:DeepseekV3ForCausalLM")

def register_quant_method():
    """to do"""