Upload BertForMultipleChoice
Browse files- README.md +40 -0
- adapter_setup.json +39 -0
- age_adapter,gender_identity_adapter,race_ethnicity_adapter,religion_adapter,disability_status_adapter/adapter_fusion_config.json +27 -0
- age_adapter,gender_identity_adapter,race_ethnicity_adapter,religion_adapter,disability_status_adapter/pytorch_model_adapter_fusion.bin +3 -0
- age_adapter/adapter_config.json +43 -0
- age_adapter/head_config.json +14 -0
- age_adapter/pytorch_adapter.bin +3 -0
- age_adapter/pytorch_model_head.bin +3 -0
- disability_status_adapter/adapter_config.json +43 -0
- disability_status_adapter/head_config.json +14 -0
- disability_status_adapter/pytorch_adapter.bin +3 -0
- disability_status_adapter/pytorch_model_head.bin +3 -0
- gender_identity_adapter/adapter_config.json +43 -0
- gender_identity_adapter/head_config.json +14 -0
- gender_identity_adapter/pytorch_adapter.bin +3 -0
- gender_identity_adapter/pytorch_model_head.bin +3 -0
- race_ethnicity_adapter/adapter_config.json +43 -0
- race_ethnicity_adapter/head_config.json +14 -0
- race_ethnicity_adapter/pytorch_adapter.bin +3 -0
- race_ethnicity_adapter/pytorch_model_head.bin +3 -0
- religion_adapter/adapter_config.json +43 -0
- religion_adapter/head_config.json +14 -0
- religion_adapter/pytorch_adapter.bin +3 -0
- religion_adapter/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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- bert
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---
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# Adapter `artianand/adapter_setup_bert_base_cased_custom_loss_batch_8` for google-bert/bert-base-multilingual-cased
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An [adapter](https://adapterhub.ml) for the `google-bert/bert-base-multilingual-cased` model that was trained on the None 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("google-bert/bert-base-multilingual-cased")
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adapter_name = model.load_adapter_setup("artianand/adapter_setup_bert_base_cased_custom_loss_batch_8", 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_setup.json
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{
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"adapter_setup": {
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"type": "Fuse",
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"children": [
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{
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"type": "single",
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"children": [
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"age_adapter"
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]
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},
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{
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"type": "single",
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"children": [
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"gender_identity_adapter"
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]
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},
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{
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"type": "single",
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"children": [
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"race_ethnicity_adapter"
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]
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},
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{
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"type": "single",
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"children": [
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"religion_adapter"
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]
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},
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{
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"type": "single",
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"children": [
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"disability_status_adapter"
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]
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}
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]
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},
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"head_setup": null,
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"version": "adapters.1.2.0"
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}
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age_adapter,gender_identity_adapter,race_ethnicity_adapter,religion_adapter,disability_status_adapter/adapter_fusion_config.json
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{
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"adapter_names": [
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"age_adapter",
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"gender_identity_adapter",
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"race_ethnicity_adapter",
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"religion_adapter",
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"disability_status_adapter"
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],
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"config": {
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"dropout_prob": null,
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"key": true,
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"query": true,
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"query_before_ln": false,
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"regularization": true,
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"residual_before": false,
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"temperature": false,
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"value": true,
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"value_before_softmax": true,
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"value_initialized": true
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},
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"hidden_size": 768,
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"model_class": "BertForMultipleChoice",
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"model_name": "google-bert/bert-base-multilingual-cased",
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"model_type": "bert",
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"name": "age_adapter,gender_identity_adapter,race_ethnicity_adapter,religion_adapter,disability_status_adapter",
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"version": "adapters.1.2.0"
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}
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age_adapter,gender_identity_adapter,race_ethnicity_adapter,religion_adapter,disability_status_adapter/pytorch_model_adapter_fusion.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4f43e4af5b9cec12bff9ce82153fb2101c590bffe853a3c9760e74541ef35d47
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size 170074981
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age_adapter/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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"dropout": 0.0,
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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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"init_weights_seed": null,
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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": true,
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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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"stochastic_depth": 0.0,
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"use_gating": false
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},
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"hidden_size": 768,
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"model_class": "BertForMultipleChoice",
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"model_name": "google-bert/bert-base-multilingual-cased",
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"model_type": "bert",
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"name": "age_adapter",
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"version": "adapters.1.2.0"
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}
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age_adapter/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": "BertForMultipleChoice",
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"model_name": "google-bert/bert-base-multilingual-cased",
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"model_type": "bert",
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"name": null,
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"num_labels": 2,
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"version": "adapters.1.2.0"
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}
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age_adapter/pytorch_adapter.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b6a127d475272c374fcbbb8c651334c919e4f78c7a4eff08a11ce2f3c4f81b09
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size 7192179
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age_adapter/pytorch_model_head.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b90079757177eb1bc48f663482bccf101fc6cdb99a6e9052e98aa2fe0bc28733
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size 5053
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disability_status_adapter/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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| 4 |
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"cross_adapter": false,
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| 5 |
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"dropout": 0.0,
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| 6 |
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"factorized_phm_W": true,
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| 7 |
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"factorized_phm_rule": false,
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| 8 |
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"hypercomplex_nonlinearity": "glorot-uniform",
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| 9 |
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"init_weights": "bert",
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| 10 |
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"init_weights_seed": null,
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| 11 |
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"inv_adapter": null,
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| 12 |
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"inv_adapter_reduction_factor": null,
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| 13 |
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"is_parallel": false,
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| 14 |
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"learn_phm": true,
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| 15 |
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"leave_out": [],
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| 16 |
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"ln_after": false,
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| 17 |
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"ln_before": false,
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| 18 |
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"mh_adapter": true,
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| 19 |
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"non_linearity": "relu",
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| 20 |
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"original_ln_after": true,
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| 21 |
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"original_ln_before": true,
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| 22 |
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"output_adapter": true,
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| 23 |
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"phm_bias": true,
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| 24 |
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"phm_c_init": "normal",
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| 25 |
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"phm_dim": 4,
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| 26 |
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"phm_init_range": 0.0001,
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| 27 |
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"phm_layer": false,
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| 28 |
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"phm_rank": 1,
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| 29 |
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"reduction_factor": 16,
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| 30 |
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"residual_before_ln": true,
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| 31 |
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"scaling": 1.0,
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| 32 |
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"shared_W_phm": false,
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| 33 |
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"shared_phm_rule": true,
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| 34 |
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"stochastic_depth": 0.0,
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| 35 |
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"use_gating": false
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| 36 |
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},
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| 37 |
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"hidden_size": 768,
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| 38 |
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"model_class": "BertForMultipleChoice",
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| 39 |
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"model_name": "google-bert/bert-base-multilingual-cased",
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| 40 |
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"model_type": "bert",
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| 41 |
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"name": "disability_status_adapter",
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| 42 |
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"version": "adapters.1.2.0"
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}
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disability_status_adapter/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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| 5 |
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"LABEL_0": 0,
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"LABEL_1": 1
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},
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| 8 |
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"model_class": "BertForMultipleChoice",
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| 9 |
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"model_name": "google-bert/bert-base-multilingual-cased",
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| 10 |
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"model_type": "bert",
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| 11 |
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"name": null,
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| 12 |
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"num_labels": 2,
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| 13 |
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"version": "adapters.1.2.0"
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| 14 |
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}
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disability_status_adapter/pytorch_adapter.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:83d58e75c04c3b1a6799e9620d713593c42b2c9a0e9e3d03e229b029493bf525
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size 7193523
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disability_status_adapter/pytorch_model_head.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:b90079757177eb1bc48f663482bccf101fc6cdb99a6e9052e98aa2fe0bc28733
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size 5053
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gender_identity_adapter/adapter_config.json
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"adapter_residual_before_ln": false,
|
| 4 |
+
"cross_adapter": false,
|
| 5 |
+
"dropout": 0.0,
|
| 6 |
+
"factorized_phm_W": true,
|
| 7 |
+
"factorized_phm_rule": false,
|
| 8 |
+
"hypercomplex_nonlinearity": "glorot-uniform",
|
| 9 |
+
"init_weights": "bert",
|
| 10 |
+
"init_weights_seed": null,
|
| 11 |
+
"inv_adapter": null,
|
| 12 |
+
"inv_adapter_reduction_factor": null,
|
| 13 |
+
"is_parallel": false,
|
| 14 |
+
"learn_phm": true,
|
| 15 |
+
"leave_out": [],
|
| 16 |
+
"ln_after": false,
|
| 17 |
+
"ln_before": false,
|
| 18 |
+
"mh_adapter": true,
|
| 19 |
+
"non_linearity": "relu",
|
| 20 |
+
"original_ln_after": true,
|
| 21 |
+
"original_ln_before": true,
|
| 22 |
+
"output_adapter": true,
|
| 23 |
+
"phm_bias": true,
|
| 24 |
+
"phm_c_init": "normal",
|
| 25 |
+
"phm_dim": 4,
|
| 26 |
+
"phm_init_range": 0.0001,
|
| 27 |
+
"phm_layer": false,
|
| 28 |
+
"phm_rank": 1,
|
| 29 |
+
"reduction_factor": 16,
|
| 30 |
+
"residual_before_ln": true,
|
| 31 |
+
"scaling": 1.0,
|
| 32 |
+
"shared_W_phm": false,
|
| 33 |
+
"shared_phm_rule": true,
|
| 34 |
+
"stochastic_depth": 0.0,
|
| 35 |
+
"use_gating": false
|
| 36 |
+
},
|
| 37 |
+
"hidden_size": 768,
|
| 38 |
+
"model_class": "BertForMultipleChoice",
|
| 39 |
+
"model_name": "google-bert/bert-base-multilingual-cased",
|
| 40 |
+
"model_type": "bert",
|
| 41 |
+
"name": "gender_identity_adapter",
|
| 42 |
+
"version": "adapters.1.2.0"
|
| 43 |
+
}
|
gender_identity_adapter/head_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": null,
|
| 3 |
+
"hidden_size": 768,
|
| 4 |
+
"label2id": {
|
| 5 |
+
"LABEL_0": 0,
|
| 6 |
+
"LABEL_1": 1
|
| 7 |
+
},
|
| 8 |
+
"model_class": "BertForMultipleChoice",
|
| 9 |
+
"model_name": "google-bert/bert-base-multilingual-cased",
|
| 10 |
+
"model_type": "bert",
|
| 11 |
+
"name": null,
|
| 12 |
+
"num_labels": 2,
|
| 13 |
+
"version": "adapters.1.2.0"
|
| 14 |
+
}
|
gender_identity_adapter/pytorch_adapter.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f567cb56a9a0976e51b5bb3ef1e4c09e27b5e930b413a8c7818e14e46d45d45
|
| 3 |
+
size 7193331
|
gender_identity_adapter/pytorch_model_head.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:b90079757177eb1bc48f663482bccf101fc6cdb99a6e9052e98aa2fe0bc28733
|
| 3 |
+
size 5053
|
race_ethnicity_adapter/adapter_config.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"adapter_residual_before_ln": false,
|
| 4 |
+
"cross_adapter": false,
|
| 5 |
+
"dropout": 0.0,
|
| 6 |
+
"factorized_phm_W": true,
|
| 7 |
+
"factorized_phm_rule": false,
|
| 8 |
+
"hypercomplex_nonlinearity": "glorot-uniform",
|
| 9 |
+
"init_weights": "bert",
|
| 10 |
+
"init_weights_seed": null,
|
| 11 |
+
"inv_adapter": null,
|
| 12 |
+
"inv_adapter_reduction_factor": null,
|
| 13 |
+
"is_parallel": false,
|
| 14 |
+
"learn_phm": true,
|
| 15 |
+
"leave_out": [],
|
| 16 |
+
"ln_after": false,
|
| 17 |
+
"ln_before": false,
|
| 18 |
+
"mh_adapter": true,
|
| 19 |
+
"non_linearity": "relu",
|
| 20 |
+
"original_ln_after": true,
|
| 21 |
+
"original_ln_before": true,
|
| 22 |
+
"output_adapter": true,
|
| 23 |
+
"phm_bias": true,
|
| 24 |
+
"phm_c_init": "normal",
|
| 25 |
+
"phm_dim": 4,
|
| 26 |
+
"phm_init_range": 0.0001,
|
| 27 |
+
"phm_layer": false,
|
| 28 |
+
"phm_rank": 1,
|
| 29 |
+
"reduction_factor": 16,
|
| 30 |
+
"residual_before_ln": true,
|
| 31 |
+
"scaling": 1.0,
|
| 32 |
+
"shared_W_phm": false,
|
| 33 |
+
"shared_phm_rule": true,
|
| 34 |
+
"stochastic_depth": 0.0,
|
| 35 |
+
"use_gating": false
|
| 36 |
+
},
|
| 37 |
+
"hidden_size": 768,
|
| 38 |
+
"model_class": "BertForMultipleChoice",
|
| 39 |
+
"model_name": "google-bert/bert-base-multilingual-cased",
|
| 40 |
+
"model_type": "bert",
|
| 41 |
+
"name": "race_ethnicity_adapter",
|
| 42 |
+
"version": "adapters.1.2.0"
|
| 43 |
+
}
|
race_ethnicity_adapter/head_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": null,
|
| 3 |
+
"hidden_size": 768,
|
| 4 |
+
"label2id": {
|
| 5 |
+
"LABEL_0": 0,
|
| 6 |
+
"LABEL_1": 1
|
| 7 |
+
},
|
| 8 |
+
"model_class": "BertForMultipleChoice",
|
| 9 |
+
"model_name": "google-bert/bert-base-multilingual-cased",
|
| 10 |
+
"model_type": "bert",
|
| 11 |
+
"name": null,
|
| 12 |
+
"num_labels": 2,
|
| 13 |
+
"version": "adapters.1.2.0"
|
| 14 |
+
}
|
race_ethnicity_adapter/pytorch_adapter.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8e2e98db79b16bf9d863ca979f1aeb2c7e754b6576c778b2ff430f9a9bab6976
|
| 3 |
+
size 7193203
|
race_ethnicity_adapter/pytorch_model_head.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b90079757177eb1bc48f663482bccf101fc6cdb99a6e9052e98aa2fe0bc28733
|
| 3 |
+
size 5053
|
religion_adapter/adapter_config.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": {
|
| 3 |
+
"adapter_residual_before_ln": false,
|
| 4 |
+
"cross_adapter": false,
|
| 5 |
+
"dropout": 0.0,
|
| 6 |
+
"factorized_phm_W": true,
|
| 7 |
+
"factorized_phm_rule": false,
|
| 8 |
+
"hypercomplex_nonlinearity": "glorot-uniform",
|
| 9 |
+
"init_weights": "bert",
|
| 10 |
+
"init_weights_seed": null,
|
| 11 |
+
"inv_adapter": null,
|
| 12 |
+
"inv_adapter_reduction_factor": null,
|
| 13 |
+
"is_parallel": false,
|
| 14 |
+
"learn_phm": true,
|
| 15 |
+
"leave_out": [],
|
| 16 |
+
"ln_after": false,
|
| 17 |
+
"ln_before": false,
|
| 18 |
+
"mh_adapter": true,
|
| 19 |
+
"non_linearity": "relu",
|
| 20 |
+
"original_ln_after": true,
|
| 21 |
+
"original_ln_before": true,
|
| 22 |
+
"output_adapter": true,
|
| 23 |
+
"phm_bias": true,
|
| 24 |
+
"phm_c_init": "normal",
|
| 25 |
+
"phm_dim": 4,
|
| 26 |
+
"phm_init_range": 0.0001,
|
| 27 |
+
"phm_layer": false,
|
| 28 |
+
"phm_rank": 1,
|
| 29 |
+
"reduction_factor": 16,
|
| 30 |
+
"residual_before_ln": true,
|
| 31 |
+
"scaling": 1.0,
|
| 32 |
+
"shared_W_phm": false,
|
| 33 |
+
"shared_phm_rule": true,
|
| 34 |
+
"stochastic_depth": 0.0,
|
| 35 |
+
"use_gating": false
|
| 36 |
+
},
|
| 37 |
+
"hidden_size": 768,
|
| 38 |
+
"model_class": "BertForMultipleChoice",
|
| 39 |
+
"model_name": "google-bert/bert-base-multilingual-cased",
|
| 40 |
+
"model_type": "bert",
|
| 41 |
+
"name": "religion_adapter",
|
| 42 |
+
"version": "adapters.1.2.0"
|
| 43 |
+
}
|
religion_adapter/head_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": null,
|
| 3 |
+
"hidden_size": 768,
|
| 4 |
+
"label2id": {
|
| 5 |
+
"LABEL_0": 0,
|
| 6 |
+
"LABEL_1": 1
|
| 7 |
+
},
|
| 8 |
+
"model_class": "BertForMultipleChoice",
|
| 9 |
+
"model_name": "google-bert/bert-base-multilingual-cased",
|
| 10 |
+
"model_type": "bert",
|
| 11 |
+
"name": null,
|
| 12 |
+
"num_labels": 2,
|
| 13 |
+
"version": "adapters.1.2.0"
|
| 14 |
+
}
|
religion_adapter/pytorch_adapter.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3ae5db64b56cee18ffa897197c416c1ace0c6b3dc7b02c649a147b22616679bf
|
| 3 |
+
size 7192627
|
religion_adapter/pytorch_model_head.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b90079757177eb1bc48f663482bccf101fc6cdb99a6e9052e98aa2fe0bc28733
|
| 3 |
+
size 5053
|