varun-v-rao
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Upload GPT2ForQuestionAnswering
Browse files- README.md +42 -0
- adapter_config.json +40 -0
- head_config.json +14 -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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- adapter-transformers
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- gpt2
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datasets:
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- squad
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---
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# Adapter `varun-v-rao/gpt2-large-bn-adapter-7.42M-squad-model2` for openai-community/gpt2-large
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An [adapter](https://adapterhub.ml) for the `openai-community/gpt2-large` model that was trained on the [squad](https://huggingface.co/datasets/squad/) dataset.
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This adapter was created for usage with the **[Adapters](https://github.com/Adapter-Hub/adapters)** library.
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## Usage
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First, install `adapters`:
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```
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pip install -U adapters
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```
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Now, the adapter can be loaded and activated like this:
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```python
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from adapters import AutoAdapterModel
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model = AutoAdapterModel.from_pretrained("openai-community/gpt2-large")
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adapter_name = model.load_adapter("varun-v-rao/gpt2-large-bn-adapter-7.42M-squad-model2", 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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"factorized_phm_W": true,
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"factorized_phm_rule": false,
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"hypercomplex_nonlinearity": "glorot-uniform",
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"init_weights": "bert",
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"inv_adapter": null,
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"inv_adapter_reduction_factor": null,
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"is_parallel": false,
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"learn_phm": true,
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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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"phm_bias": true,
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"phm_c_init": "normal",
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"phm_dim": 4,
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"phm_init_range": 0.0001,
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"phm_layer": false,
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"phm_rank": 1,
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"reduction_factor": 16,
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"residual_before_ln": true,
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"scaling": 1.0,
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"shared_W_phm": false,
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"shared_phm_rule": true,
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"use_gating": false
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},
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"hidden_size": 1280,
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"model_class": "GPT2ForQuestionAnswering",
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"model_name": "openai-community/gpt2-large",
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"model_type": "gpt2",
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"name": "squad",
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"version": "0.1.1"
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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": 1280,
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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": "GPT2ForQuestionAnswering",
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"model_name": "openai-community/gpt2-large",
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"model_type": "gpt2",
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"name": null,
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"num_labels": 2,
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"version": "0.1.1"
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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 sha256:349217e6df300efda2c27d4aa74347b70802580c6392d122e6b78d785afa9800
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size 29739506
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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:b273232deb946dc2e259c318224c458fd7ce3f81fcdeab56e3c7e66c6bf07be5
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size 11802
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