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bert-base-cased-healthdemomodel
pythonist/bert-base-cased-healthdemomodel
bert-base-cased-healthdemomodel is a question answering model from pythonist. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Apr 26, 2023
- Updated
- Apr 26, 2023
- SHA
- 745fbc0d
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. -->
bert-base-cased-healthdemomodel
This model is a fine-tuned version of bert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 5.5819
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 1 | 6.1760 |
| No log | 2.0 | 2 | 6.1161 |
| No log | 3.0 | 3 | 6.0619 |
| No log | 4.0 | 4 | 6.0120 |
| No log | 5.0 | 5 | 5.9641 |
| No log | 6.0 | 6 | 5.9177 |
| No log | 7.0 | 7 | 5.8738 |
| No log | 8.0 | 8 | 5.8334 |
| No log | 9.0 | 9 | 5.7938 |
| No log | 10.0 | 10 | 5.7589 |
| No log | 11.0 | 11 | 5.7289 |
| No log | 12.0 | 12 | 5.7019 |
| No log | 13.0 | 13 | 5.6746 |
| No log | 14.0 | 14 | 5.6499 |
| No log | 15.0 | 15 | 5.6293 |
| No log | 16.0 | 16 | 5.6122 |
| No log | 17.0 | 17 | 5.5995 |
| No log | 18.0 | 18 | 5.5905 |
| No log | 19.0 | 19 | 5.5848 |
| No log | 20.0 | 20 | 5.5819 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Apr 26, 2023
- Updated
- Apr 26, 2023