| |
| from transformers import PreTrainedModel |
| from transformers.dynamic_module_utils import get_class_from_dynamic_module |
|
|
| from swift.template import TemplateType |
| from ..constant import MLLMModelType |
| from ..model_arch import ModelArch |
| from ..model_meta import Model, ModelGroup, ModelMeta |
| from ..patcher import patch_get_input_embeddings |
| from ..register import ModelLoader, register_model |
|
|
|
|
| class KimiVLLoader(ModelLoader): |
|
|
| def get_model(self, model_dir: str, *args, **kwargs) -> PreTrainedModel: |
| KimiVLPreTrainedModel = get_class_from_dynamic_module('modeling_kimi_vl.KimiVLPreTrainedModel', model_dir) |
| try: |
| del KimiVLPreTrainedModel._supports_sdpa |
| except AttributeError: |
| pass |
| model = super().get_model(model_dir, *args, **kwargs) |
| patch_get_input_embeddings(model.vision_tower, 'patch_embed') |
| return model |
|
|
|
|
| register_model( |
| ModelMeta( |
| MLLMModelType.kimi_vl, |
| [ |
| ModelGroup([ |
| Model('moonshotai/Kimi-VL-A3B-Instruct', 'moonshotai/Kimi-VL-A3B-Instruct'), |
| Model('moonshotai/Kimi-VL-A3B-Thinking', 'moonshotai/Kimi-VL-A3B-Thinking'), |
| Model('moonshotai/Kimi-VL-A3B-Thinking-2506', 'moonshotai/Kimi-VL-A3B-Thinking-2506'), |
| ]) |
| ], |
| KimiVLLoader, |
| template=TemplateType.kimi_vl, |
| model_arch=ModelArch.llava_hf_legacy, |
| architectures=['KimiVLForConditionalGeneration'], |
| requires=['transformers<4.49'], |
| )) |
|
|
| register_model( |
| ModelMeta( |
| MLLMModelType.kimi_k25, |
| [ |
| ModelGroup([ |
| Model('moonshotai/Kimi-K2.5', 'moonshotai/Kimi-K2.5'), |
| Model('moonshotai/Kimi-K2.6', 'moonshotai/Kimi-K2.6'), |
| ]) |
| ], |
| template=TemplateType.kimi_k25, |
| model_arch=ModelArch.kimi_k25, |
| architectures=['KimiK25ForConditionalGeneration'], |
| requires=['transformers>=4.57.1,<5.0.0'], |
| )) |
|
|
