add model
Browse files- README.md +42 -0
- adapter_config.json +23 -0
- head_config.json +13 -0
- pytorch_adapter.bin +3 -0
- pytorch_model_head.bin +3 -0
README.md
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---
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tags:
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- adapterhub:qa/bioasq
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- adapter-transformers
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- bart
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---
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# Adapter `AdapterHub/bioASQyesno` for facebook/bart-base
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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.
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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
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First, install `adapter-transformers`:
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```
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pip install -U adapter-transformers
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```
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_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)_
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Now, the adapter can be loaded and activated like this:
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```python
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from transformers import AutoModelWithHeads
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model = AutoModelWithHeads.from_pretrained("facebook/bart-base")
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adapter_name = model.load_adapter("AdapterHub/bioASQyesno", source="hf", set_active=True)
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```
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## 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 -->
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adapter_config.json
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{
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"config": {
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"adapter_residual_before_ln": false,
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"cross_adapter": false,
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"inv_adapter": null,
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"inv_adapter_reduction_factor": null,
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"leave_out": [],
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"ln_after": false,
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"ln_before": false,
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"mh_adapter": false,
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"non_linearity": "relu",
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"original_ln_after": true,
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"original_ln_before": true,
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"output_adapter": true,
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"reduction_factor": 16,
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"residual_before_ln": true
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},
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"hidden_size": 768,
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"model_class": "BartForSequenceClassification",
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"model_name": "facebook/bart-base",
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"model_type": "bart",
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"name": "bioASQyesno"
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}
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head_config.json
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{
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"config": null,
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"hidden_size": 768,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1
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},
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"model_class": "BartForSequenceClassification",
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"model_name": "facebook/bart-base",
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"model_type": "bart",
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"name": null,
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"num_labels": 2
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}
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pytorch_adapter.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7a09b69e7b3b4982efca76ef23520dc20ad423c20f9ceb9754efe8659112a072
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size 3595823
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pytorch_model_head.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7478160007a1215a87eda85c336e1f7511ba145ea1585984a0fcd8078b59534a
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size 2370255
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