wehub-resource-sync
113 lines
4.2 KiB
Python
113 lines
4.2 KiB
Python
# Copyright (c) ModelScope Contributors. All rights reserved.
|
|
from transformers import PreTrainedModel
|
|
from transformers.dynamic_module_utils import get_class_from_dynamic_module
|
|
|
|
from swift.template import TemplateType
|
|
from swift.utils import get_logger
|
|
from ..constant import LLMModelType, MLLMModelType
|
|
from ..model_arch import ModelArch
|
|
from ..model_meta import Model, ModelGroup, ModelMeta
|
|
from ..register import ModelLoader, register_model
|
|
|
|
logger = get_logger()
|
|
|
|
register_model(
|
|
ModelMeta(
|
|
LLMModelType.ernie4_5,
|
|
[
|
|
ModelGroup([
|
|
Model('PaddlePaddle/ERNIE-4.5-0.3B-Base-PT', 'baidu/ERNIE-4.5-0.3B-PT'),
|
|
Model('PaddlePaddle/ERNIE-4.5-0.3B-PT', 'baidu/ERNIE-4.5-0.3B-PT'),
|
|
], TemplateType.ernie),
|
|
],
|
|
architectures=['Ernie4_5_ForCausalLM'],
|
|
))
|
|
|
|
register_model(
|
|
ModelMeta(
|
|
LLMModelType.ernie4_5_moe,
|
|
[
|
|
ModelGroup([
|
|
Model('PaddlePaddle/ERNIE-4.5-21B-A3B-Base-PT', 'baidu/ERNIE-4.5-21B-A3B-Base-PT'),
|
|
Model('PaddlePaddle/ERNIE-4.5-21B-A3B-PT', 'baidu/ERNIE-4.5-21B-A3B-PT'),
|
|
Model('PaddlePaddle/ERNIE-4.5-300B-A47B-Base-PT', 'baidu/ERNIE-4.5-300B-A47B-Base-PT'),
|
|
Model('PaddlePaddle/ERNIE-4.5-300B-A47B-PT', 'baidu/ERNIE-4.5-300B-A47B-PT'),
|
|
], TemplateType.ernie),
|
|
ModelGroup([
|
|
Model('PaddlePaddle/ERNIE-4.5-21B-A3B-Thinking', 'baidu/ERNIE-4.5-21B-A3B-Thinking'),
|
|
], TemplateType.ernie_thinking),
|
|
],
|
|
architectures=['Ernie4_5_MoeForCausalLM'],
|
|
))
|
|
|
|
|
|
class ErnieVLLoader(ModelLoader):
|
|
|
|
def get_model(self, model_dir: str, config, processor, model_kwargs) -> PreTrainedModel:
|
|
MOEAllGatherLayerV2 = get_class_from_dynamic_module('modeling_ernie4_5_vl.MOEAllGatherLayerV2', model_dir)
|
|
self.leaf_modules = MOEAllGatherLayerV2
|
|
model = super().get_model(model_dir, config, processor, model_kwargs)
|
|
model.add_image_preprocess(processor)
|
|
return model
|
|
|
|
|
|
register_model(
|
|
ModelMeta(
|
|
MLLMModelType.ernie_vl,
|
|
[
|
|
ModelGroup([
|
|
Model('PaddlePaddle/ERNIE-4.5-VL-28B-A3B-PT', 'baidu/ERNIE-4.5-VL-28B-A3B-PT'),
|
|
Model('PaddlePaddle/ERNIE-4.5-VL-424B-A47B-PT', 'baidu/ERNIE-4.5-VL-424B-A47B-PT'),
|
|
Model('PaddlePaddle/ERNIE-4.5-VL-28B-A3B-Base-PT', 'baidu/ERNIE-4.5-VL-28B-A3B-Base-PT'),
|
|
Model('PaddlePaddle/ERNIE-4.5-VL-424B-A47B-Base-PT', 'baidu/ERNIE-4.5-VL-424B-A47B-Base-PT'),
|
|
], TemplateType.ernie_vl),
|
|
ModelGroup([
|
|
Model('PaddlePaddle/ERNIE-4.5-VL-28B-A3B-Thinking', 'baidu/ERNIE-4.5-VL-28B-A3B-Thinking'),
|
|
], TemplateType.ernie_vl_thinking),
|
|
],
|
|
ErnieVLLoader,
|
|
model_arch=ModelArch.ernie_vl,
|
|
architectures=['Ernie4_5_VLMoeForConditionalGeneration'],
|
|
requires=['transformers>=4.52', 'moviepy'],
|
|
))
|
|
|
|
register_model(
|
|
ModelMeta(
|
|
MLLMModelType.paddle_ocr,
|
|
[
|
|
ModelGroup([
|
|
Model('PaddlePaddle/PaddleOCR-VL', 'PaddlePaddle/PaddleOCR-VL'),
|
|
]),
|
|
],
|
|
template=TemplateType.paddle_ocr,
|
|
model_arch=ModelArch.keye_vl,
|
|
architectures=['PaddleOCRVLForConditionalGeneration'],
|
|
requires=['transformers<5.0'],
|
|
))
|
|
|
|
|
|
class PaddleOCR1_5Loader(ModelLoader):
|
|
default_trust_remote_code = False
|
|
|
|
def get_model(self, model_dir: str, *args, **kwargs) -> PreTrainedModel:
|
|
from transformers import AutoModelForImageTextToText
|
|
self.auto_model_cls = self.auto_model_cls or AutoModelForImageTextToText
|
|
return super().get_model(model_dir, *args, **kwargs)
|
|
|
|
|
|
register_model(
|
|
ModelMeta(
|
|
MLLMModelType.paddleocr_vl,
|
|
[
|
|
ModelGroup([
|
|
Model('PaddlePaddle/PaddleOCR-VL-1.5', 'PaddlePaddle/PaddleOCR-VL-1.5'),
|
|
Model('PaddlePaddle/PaddleOCR-VL-1.6', 'PaddlePaddle/PaddleOCR-VL-1.6'),
|
|
],
|
|
template=TemplateType.paddle_ocr_1_5),
|
|
],
|
|
PaddleOCR1_5Loader,
|
|
model_arch=ModelArch.paddleocr_vl,
|
|
requires=['transformers>=5.0'],
|
|
architectures=['PaddleOCRVLForConditionalGeneration'],
|
|
))
|