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om304 avatar om304 commented on May 18, 2024 1

That was it, I wasn't loading the individual task adapters with model.load_adapter() before using model.load_adapter_fusion() - many thanks for your help, it's all working now!

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calpt avatar calpt commented on May 18, 2024

Hi @om304,

Thanks for reporting. Your issue might already be fixed with a recent update to the library. Please try to update to the most recent version of the master branch:

pip install -U git+https://github.com/adapter-hub/adapter-transformers.git

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om304 avatar om304 commented on May 18, 2024

Many thanks for the quick reply, I updated the library as recommended and repeated the above steps and now got this error message after running model.load_adapter_fusion():

  File "<stdin>", line 1, in <module>
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_model_mixin.py", line 867, in load_adapter_fusion
    load_dir, load_name = loader.load(adapter_fusion_name_or_path, load_as)
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_model_mixin.py", line 486, in load
    self.model.add_fusion(adapter_fusion_name, config["config"])
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_model_mixin.py", line 746, in add_fusion
    self.base_model.add_fusion_layer(adapter_names)
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_bert.py", line 582, in add_fusion_layer
    self.encoder.add_fusion_layer(adapter_names)
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_bert.py", line 473, in add_fusion_layer
    layer.add_fusion_layer(adapter_names)
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_bert.py", line 455, in add_fusion_layer
    self.attention.output.add_fusion_layer(adapter_names)
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_bert.py", line 69, in add_fusion_layer
    if self.config.adapters.common_config_value(adapter_names, "mh_adapter"):
  File "/home/om304/anaconda3/lib/python3.7/site-packages/transformers/adapter_config.py", line 249, in common_config_value
    config_value = self.get(name).get(attribute, None)
AttributeError: 'NoneType' object has no attribute 'get'

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calpt avatar calpt commented on May 18, 2024

This error looks like no adapter was found for one of the fusion tasks you provide, i.e. the model does not include an adapter for either "qqp" or "snli". Did you make sure to load both trained adapter modules using model.load_adapter() before loading the fusion layer using model.load_adapter_fusion()?

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Yujin-Yujin avatar Yujin-Yujin commented on May 18, 2024

Cannot load either

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