metadata
license: apache-2.0
base_model: kz-transformers/kaz-roberta-conversational
tags:
- generated_from_trainer
model-index:
- name: kaz-roberta-base_classification
results: []
kaz-roberta-base_classification
This model is a fine-tuned version of kz-transformers/kaz-roberta-conversational on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4712
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: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4282 | 1.0 | 10125 | 0.4712 |
| 0.5428 | 2.0 | 20250 | 0.5877 |
| 0.1027 | 3.0 | 30375 | 0.6673 |
| 0.247 | 4.0 | 40500 | 0.8676 |
| 0.0007 | 5.0 | 50625 | 0.9819 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1