| | --- |
| | tags: |
| | - adapterhub:qa/bioasq |
| | - bart |
| | - adapter-transformers |
| | --- |
| | |
| | # Adapter `AdapterHub/bioASQgeneration` for facebook/bart-base |
| |
|
| | An [adapter](https://adapterhub.ml) for the `facebook/bart-base` model that was trained on the [qa/bioasq](https://adapterhub.ml/explore/qa/bioasq/) dataset and includes a prediction head for seq2seq lm. |
| |
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| | This adapter was created for usage with the **[adapter-transformers](https://github.com/Adapter-Hub/adapter-transformers)** library. |
| |
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| | ## Usage |
| |
|
| | First, install `adapter-transformers`: |
| |
|
| | ``` |
| | pip install -U adapter-transformers |
| | ``` |
| | _Note: adapter-transformers is a fork of transformers that acts as a drop-in replacement with adapter support. [More](https://docs.adapterhub.ml/installation.html)_ |
| |
|
| | Now, the adapter can be loaded and activated like this: |
| |
|
| | ```python |
| | from transformers import AutoAdapterModel |
| | |
| | model = AutoAdapterModel.from_pretrained("facebook/bart-base") |
| | adapter_name = model.load_adapter("AdapterHub/bioASQgeneration", source="hf", set_active=True) |
| | ``` |
| |
|
| | ## Architecture & Training |
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| | <!-- Add some description here --> |
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| | ## Evaluation results |
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| | <!-- Add some description here --> |
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| | ## Citation |
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| | <!-- Add some description here --> |
