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Add support for Ernie model #1753

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Add support for Ernie model #1753

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b0bd885
Add support for Ernie model
BrightXiaoHan Mar 11, 2024
ae9a4b1
add doc and test cases for ernie model
BrightXiaoHan Mar 19, 2024
dccca18
tiny-random-ErnieMModel -> tiny-random-ErnieModel
BrightXiaoHan Mar 19, 2024
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4 changes: 4 additions & 0 deletions optimum/exporters/onnx/model_configs.py
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Original file line number Diff line number Diff line change
Expand Up @@ -137,6 +137,10 @@ class SplinterOnnxConfig(BertOnnxConfig):
pass


class ErnieOnnxConfig(BertOnnxConfig):
pass


class DistilBertOnnxConfig(BertOnnxConfig):
@property
def inputs(self) -> Dict[str, Dict[int, str]]:
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9 changes: 9 additions & 0 deletions optimum/exporters/tasks.py
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Expand Up @@ -576,6 +576,15 @@ class TasksManager:
"text2text-generation-with-past",
onnx="EncoderDecoderOnnxConfig",
),
"ernie": supported_tasks_mapping(
"feature-extraction",
"fill-mask",
"text-classification",
"multiple-choice",
"token-classification",
"question-answering",
onnx="ErnieOnnxConfig",
),
"esm": supported_tasks_mapping(
"feature-extraction",
"fill-mask",
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1 change: 1 addition & 0 deletions optimum/utils/normalized_config.py
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Expand Up @@ -229,6 +229,7 @@ class NormalizedConfigManager:
"donut-swin": NormalizedVisionConfig,
"electra": NormalizedTextConfig,
"encoder-decoder": NormalizedEncoderDecoderConfig,
"ernie": NormalizedTextConfig,
"gemma": NormalizedTextConfigWithGQA,
"gpt2": GPT2LikeNormalizedTextConfig,
"gpt-bigcode": GPTBigCodeNormalizedTextConfig,
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