metadata
base_model: yhavinga/ul2-large-dutch
library_name: peft
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: ul2-large-dutch-finetuned-oba-book-search
results: []
ul2-large-dutch-finetuned-oba-book-search
This model is a fine-tuned version of yhavinga/ul2-large-dutch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 5.6126
- Top-5-accuracy: 0.0
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: 0.001
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Top-5-accuracy |
|---|---|---|---|---|
| 8.4166 | 0.2577 | 200 | 5.9848 | 0.0 |
| 8.297 | 0.5155 | 400 | 5.9446 | 0.0 |
| 8.0509 | 0.7732 | 600 | 5.8986 | 0.0 |
| 8.1095 | 1.0309 | 800 | 5.8153 | 0.0 |
| 7.9101 | 1.2887 | 1000 | 5.7811 | 0.0 |
| 8.0255 | 1.5464 | 1200 | 5.7496 | 0.0 |
| 8.0218 | 1.8041 | 1400 | 5.7238 | 0.0 |
| 8.0497 | 2.0619 | 1600 | 5.7016 | 0.0 |
| 8.1829 | 2.3196 | 1800 | 5.6813 | 0.0 |
| 8.0591 | 2.5773 | 2000 | 5.6719 | 0.0 |
| 8.0816 | 2.8351 | 2200 | 5.6573 | 0.0 |
| 7.9825 | 3.0928 | 2400 | 5.6475 | 0.0 |
| 8.1364 | 3.3505 | 2600 | 5.6383 | 0.0 |
| 7.9707 | 3.6082 | 2800 | 5.6298 | 0.0 |
| 7.9173 | 3.8660 | 3000 | 5.6232 | 0.0 |
| 8.0502 | 4.1237 | 3200 | 5.6226 | 0.0 |
| 8.1764 | 4.3814 | 3400 | 5.6163 | 0.0 |
| 7.9046 | 4.6392 | 3600 | 5.6141 | 0.0 |
| 7.7162 | 4.8969 | 3800 | 5.6126 | 0.0 |
Framework versions
- PEFT 0.11.0
- Transformers 4.44.2
- Pytorch 1.13.0+cu116
- Datasets 3.0.0
- Tokenizers 0.19.1