metadata
license: apache-2.0
base_model: Ariffiq99/KUCI_e_care_CRAB_bert_base_uncased_Finetuned
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: COPA_KUCI_e_care_CRAB_Bert_Base_Uncased_Finetuned
results: []
COPA_KUCI_e_care_CRAB_Bert_Base_Uncased_Finetuned
This model is a fine-tuned version of Ariffiq99/KUCI_e_care_CRAB_bert_base_uncased_Finetuned on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6941
- F1: 0.7490
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: 1e-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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| No log | 1.0 | 63 | 0.6049 | 0.6926 |
| No log | 2.0 | 126 | 0.5380 | 0.7355 |
| No log | 3.0 | 189 | 0.5461 | 0.7401 |
| No log | 4.0 | 252 | 0.5743 | 0.7427 |
| No log | 5.0 | 315 | 0.6343 | 0.7484 |
| No log | 6.0 | 378 | 0.6545 | 0.7490 |
| No log | 7.0 | 441 | 0.6668 | 0.7500 |
| 0.3649 | 8.0 | 504 | 0.6867 | 0.7505 |
| 0.3649 | 9.0 | 567 | 0.6935 | 0.7437 |
| 0.3649 | 10.0 | 630 | 0.6941 | 0.7490 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1