metadata
tags:
- generated_from_trainer
model-index:
- name: DS-Chatbox-gpt2-vietnamese-V3
results: []
DS-Chatbox-gpt2-vietnamese-V3
This model is a fine-tuned version of NlpHUST/gpt2-vietnamese on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.7322
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: 0.0015
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.2
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9759 | 0.66 | 1400 | 2.6781 |
| 2.5019 | 1.31 | 2800 | 2.4921 |
| 2.3352 | 1.97 | 4200 | 2.3726 |
| 2.0759 | 2.62 | 5600 | 2.3240 |
| 1.9303 | 3.28 | 7000 | 2.3279 |
| 1.7867 | 3.93 | 8400 | 2.2556 |
| 1.5133 | 4.59 | 9800 | 2.3424 |
| 1.3726 | 5.25 | 11200 | 2.5290 |
| 1.1925 | 5.9 | 12600 | 2.5132 |
| 1.0211 | 6.56 | 14000 | 2.7322 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.0
- Tokenizers 0.13.3