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Add ConvBert model and pass ut. #991

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Apr 7, 2024
Merged

Add ConvBert model and pass ut. #991

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fccd8c2
Add `ConvBert` model and pass ut.
neoming Apr 5, 2024
56b4e56
Add `ConvBert` model in `__init__`
neoming Apr 5, 2024
766e2c4
add `__init__` for `ConvBert` ut
neoming Apr 5, 2024
d8bfa68
add `convbert_tokenizer_fast`, update license
neoming Apr 6, 2024
88e10bf
Fix `pylint`
neoming Apr 6, 2024
93e3675
add `convbert_tokenizer_fast`
neoming Apr 6, 2024
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3 changes: 3 additions & 0 deletions mindnlp/transformers/models/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -44,6 +44,7 @@
byt5,
clip,
codegen,
convbert,
cpm,
cpmant,
cpmbee,
Expand Down Expand Up @@ -131,6 +132,7 @@
from .byt5 import *
from .clip import *
from .codegen import *
from .convbert import *
from .cpm import *
from .cpmant import *
from .cpmbee import *
Expand Down Expand Up @@ -218,6 +220,7 @@
__all__.extend(byt5.__all__)
__all__.extend(clip.__all__)
__all__.extend(codegen.__all__)
__all__.extend(convbert.__all__)
__all__.extend(cpm.__all__)
__all__.extend(cpmant.__all__)
__all__.extend(cpmbee.__all__)
Expand Down
60 changes: 40 additions & 20 deletions mindnlp/transformers/models/auto/modeling_auto.py
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Original file line number Diff line number Diff line change
Expand Up @@ -55,8 +55,9 @@
("chatglm", "ChatGLMModel"),
("clip", "CLIPModel"),
("clip_vision_model", "CLIPVisionModel"),
("convbert", "ConvBertModel"),
("deberta", "DebertaModel"),
('encodec','EncodecModel'),
('encodec', 'EncodecModel'),
("esm", "EsmModel"),
("ernie", "ErnieModel"),
("ernie_m", "ErnieMModel"),
Expand All @@ -69,7 +70,7 @@
("layoutlmv2", "LayoutLMv2Model"),
("longformer", "LongformerModel"),
("mamba", "MambaModel"),
('mbart','MBartModel'),
('mbart', 'MBartModel'),
('minicpm', 'MiniCPMModel'),
("mistral", "MistralModel"),
("mixtral", "MixtralModel"),
Expand Down Expand Up @@ -797,9 +798,12 @@
)

MODEL_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_MAPPING_NAMES)
MODEL_FOR_PRETRAINING_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_PRETRAINING_MAPPING_NAMES)
MODEL_WITH_LM_HEAD_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_WITH_LM_HEAD_MAPPING_NAMES)
MODEL_FOR_CAUSAL_LM_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_CAUSAL_LM_MAPPING_NAMES)
MODEL_FOR_PRETRAINING_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_PRETRAINING_MAPPING_NAMES)
MODEL_WITH_LM_HEAD_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_WITH_LM_HEAD_MAPPING_NAMES)
MODEL_FOR_CAUSAL_LM_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_CAUSAL_LM_MAPPING_NAMES)

MODEL_FOR_IMAGE_CLASSIFICATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_IMAGE_CLASSIFICATION_MAPPING_NAMES
Expand All @@ -818,20 +822,24 @@
MODEL_FOR_VIDEO_CLASSIFICATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_VIDEO_CLASSIFICATION_MAPPING_NAMES
)
MODEL_FOR_VISION_2_SEQ_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_VISION_2_SEQ_MAPPING_NAMES)
MODEL_FOR_VISION_2_SEQ_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_VISION_2_SEQ_MAPPING_NAMES)
MODEL_FOR_VISUAL_QUESTION_ANSWERING_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_VISUAL_QUESTION_ANSWERING_MAPPING_NAMES
)
MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPING_NAMES
)
MODEL_FOR_MASKED_LM_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_MASKED_LM_MAPPING_NAMES)
MODEL_FOR_MASKED_LM_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_MASKED_LM_MAPPING_NAMES)

MODEL_FOR_OBJECT_DETECTION_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_OBJECT_DETECTION_MAPPING_NAMES)
MODEL_FOR_OBJECT_DETECTION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_OBJECT_DETECTION_MAPPING_NAMES)
MODEL_FOR_ZERO_SHOT_OBJECT_DETECTION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_ZERO_SHOT_OBJECT_DETECTION_MAPPING_NAMES
)
MODEL_FOR_DEPTH_ESTIMATION_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_DEPTH_ESTIMATION_MAPPING_NAMES)
MODEL_FOR_DEPTH_ESTIMATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_DEPTH_ESTIMATION_MAPPING_NAMES)
MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_SEQ_TO_SEQ_CAUSAL_LM_MAPPING_NAMES
)
Expand All @@ -847,40 +855,51 @@
MODEL_FOR_TOKEN_CLASSIFICATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_TOKEN_CLASSIFICATION_MAPPING_NAMES
)
MODEL_FOR_MULTIPLE_CHOICE_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_MULTIPLE_CHOICE_MAPPING_NAMES)
MODEL_FOR_MULTIPLE_CHOICE_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_MULTIPLE_CHOICE_MAPPING_NAMES)
MODEL_FOR_NEXT_SENTENCE_PREDICTION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_NEXT_SENTENCE_PREDICTION_MAPPING_NAMES
)
MODEL_FOR_AUDIO_CLASSIFICATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_AUDIO_CLASSIFICATION_MAPPING_NAMES
)
MODEL_FOR_CTC_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_CTC_MAPPING_NAMES)
MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPING_NAMES)
MODEL_FOR_CTC_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_CTC_MAPPING_NAMES)
MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_SPEECH_SEQ_2_SEQ_MAPPING_NAMES)
MODEL_FOR_AUDIO_FRAME_CLASSIFICATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_AUDIO_FRAME_CLASSIFICATION_MAPPING_NAMES
)
MODEL_FOR_AUDIO_XVECTOR_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_AUDIO_XVECTOR_MAPPING_NAMES)
MODEL_FOR_AUDIO_XVECTOR_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_AUDIO_XVECTOR_MAPPING_NAMES)

MODEL_FOR_TEXT_TO_SPECTROGRAM_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_TEXT_TO_SPECTROGRAM_MAPPING_NAMES
)

MODEL_FOR_TEXT_TO_WAVEFORM_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_TEXT_TO_WAVEFORM_MAPPING_NAMES)
MODEL_FOR_TEXT_TO_WAVEFORM_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_TEXT_TO_WAVEFORM_MAPPING_NAMES)

MODEL_FOR_BACKBONE_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_BACKBONE_MAPPING_NAMES)
MODEL_FOR_BACKBONE_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_BACKBONE_MAPPING_NAMES)

MODEL_FOR_MASK_GENERATION_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_MASK_GENERATION_MAPPING_NAMES)
MODEL_FOR_MASK_GENERATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_MASK_GENERATION_MAPPING_NAMES)

MODEL_FOR_TEXT_ENCODING_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_TEXT_ENCODING_MAPPING_NAMES)
MODEL_FOR_TEXT_ENCODING_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_TEXT_ENCODING_MAPPING_NAMES)

MODEL_FOR_IMAGE_TO_IMAGE_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_IMAGE_TO_IMAGE_MAPPING_NAMES)
MODEL_FOR_IMAGE_TO_IMAGE_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_IMAGE_TO_IMAGE_MAPPING_NAMES)

MODEL_FOR_IMAGE_MAPPING = _LazyAutoMapping(CONFIG_MAPPING_NAMES, MODEL_FOR_IMAGE_MAPPING_NAMES)
MODEL_FOR_IMAGE_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_IMAGE_MAPPING_NAMES)

MODEL_FOR_SEMANTIC_SEGMENTATION_MAPPING = _LazyAutoMapping(
CONFIG_MAPPING_NAMES, MODEL_FOR_SEMANTIC_SEGMENTATION_MAPPING_NAMES
)


class AutoModelForMaskGeneration(_BaseAutoModelClass):
_model_mapping = MODEL_FOR_MASK_GENERATION_MAPPING

Expand All @@ -901,6 +920,8 @@ class AutoModelForPreTraining(_BaseAutoModelClass):
_model_mapping = MODEL_FOR_PRETRAINING_MAPPING

# Private on purpose, the public class will add the deprecation warnings.


class _AutoModelWithLMHead(_BaseAutoModelClass):
_model_mapping = MODEL_WITH_LM_HEAD_MAPPING

Expand Down Expand Up @@ -937,7 +958,6 @@ class AutoModelForDocumentQuestionAnswering(_BaseAutoModelClass):
_model_mapping = MODEL_FOR_DOCUMENT_QUESTION_ANSWERING_MAPPING



class AutoModelForTokenClassification(_BaseAutoModelClass):
_model_mapping = MODEL_FOR_TOKEN_CLASSIFICATION_MAPPING

Expand Down
11 changes: 11 additions & 0 deletions mindnlp/transformers/models/convbert/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,3 +15,14 @@
"""
ConvBert Model.
"""
from . import convbert, convbert_config, convbert_tokenizer, convbert_tokenizer_fast
from .convbert import *
from .convbert_config import *
from .convbert_tokenizer import *
from .convbert_tokenizer_fast import *

__all__ = []
__all__.extend(convbert.__all__)
__all__.extend(convbert_config.__all__)
__all__.extend(convbert_tokenizer.__all__)
__all__.extend(convbert_tokenizer_fast.__all__)
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