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Merge pull request #123 from gnes-ai/feat-contrib-2
feat(contrib): no need to give module name in advance
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Original file line number | Diff line number | Diff line change |
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@@ -1,3 +1,3 @@ | ||
!FooContribEncoder | ||
parameter: | ||
parameters: | ||
bar: 531 |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,15 @@ | ||
from typing import List | ||
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import numpy as np | ||
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from gnes.encoder.base import BaseTextEncoder | ||
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class PyTorchTransformers(BaseTextEncoder): | ||
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def __init__(self, model_name: str = 'bert-base-uncased', *args, **kwargs): | ||
super().__init__(*args, **kwargs) | ||
self.model_name = model_name | ||
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def encode(self, text: List[str], *args, **kwargs): | ||
return np.random.random([5, 128]) |
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Original file line number | Diff line number | Diff line change |
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@@ -0,0 +1,7 @@ | ||
!PyTorchTransformers | ||
parameter: | ||
model_name: bert-base-uncased | ||
gnes_config: | ||
name: my_transformer # a customized name | ||
is_trained: true # indicate the model has been trained | ||
work_dir: ./ # path for serialize/deserialize |
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