|
|
--- |
|
|
license: apache-2.0 |
|
|
tags: |
|
|
- generated_from_trainer |
|
|
base_model: bert-base-cased |
|
|
model-index: |
|
|
- name: bert-base-cased-healthdemomodel |
|
|
results: [] |
|
|
--- |
|
|
|
|
|
<!-- 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](https://huggingface.co/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 |
|
|
|
