metadata
license: cc-by-sa-4.0
base_model: jerteh/Jerteh-355
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: Jerteh355SENTPOS6
results: []
Jerteh355SENTPOS6
This model is a fine-tuned version of jerteh/Jerteh-355 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1035
- F1: 0.4375
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: 64
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 32
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| No log | 0.9843 | 47 | 0.0603 | 0.24 |
| No log | 1.9895 | 95 | 0.0514 | 0.4 |
| No log | 2.9948 | 143 | 0.0512 | 0.5581 |
| No log | 4.0 | 191 | 0.0637 | 0.2759 |
| No log | 4.9843 | 238 | 0.0570 | 0.5294 |
| No log | 5.9895 | 286 | 0.1035 | 0.4375 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.2
- Datasets 2.19.0
- Tokenizers 0.19.1