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Legal_QA_BERT_augmented_17
farid1088/Legal_QA_BERT_augmented_17
Legal_QA_BERT_augmented_17 is a question answering model from farid1088. Use it when the input is a question plus a passage. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024
- SHA
- c120780a
Try a prompt
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
Legal_QA_BERT_augmented_17
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.9583
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 32
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 17
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 15 | 4.3302 |
| No log | 2.0 | 30 | 3.7975 |
| No log | 3.0 | 45 | 3.4189 |
| No log | 4.0 | 60 | 3.2313 |
| No log | 5.0 | 75 | 3.2055 |
| No log | 6.0 | 90 | 3.1888 |
| No log | 7.0 | 105 | 3.2470 |
| No log | 8.0 | 120 | 3.4233 |
| No log | 9.0 | 135 | 3.4465 |
| No log | 10.0 | 150 | 3.6328 |
| No log | 11.0 | 165 | 3.7262 |
| No log | 12.0 | 180 | 3.7712 |
| No log | 13.0 | 195 | 3.8782 |
| No log | 14.0 | 210 | 3.9330 |
| No log | 15.0 | 225 | 4.0671 |
| No log | 16.0 | 240 | 3.8164 |
| No log | 17.0 | 255 | 3.9583 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.14.7
- Tokenizers 0.15.0
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- Created
- Mar 4, 2024
- Updated
- Mar 4, 2024