metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: bert-cvs-estimation-years-experience
results: []
bert-cvs-estimation-years-experience
This model is a fine-tuned version of jhonparra18/bert-base-cased-cv-studio_name-medium on the None dataset. It achieves the following results on the evaluation set:
- Loss: 10.7856
- Rmse: 3.2841
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 20
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Rmse |
|---|---|---|---|---|
| No log | 10.34 | 300 | 11.7566 | 3.4288 |
| 3.7071 | 20.69 | 600 | 12.8262 | 3.5814 |
| 3.7071 | 31.03 | 900 | 11.1449 | 3.3384 |
| 0.1675 | 41.38 | 1200 | 10.7856 | 3.2841 |
Framework versions
- Transformers 4.21.1
- Pytorch 1.12.0+cu102
- Datasets 2.4.0
- Tokenizers 0.12.1