metadata
license: apache-2.0
base_model: youdiniplays/ceb-tl-model
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: ceb-tl-model-v2
results: []
ceb-tl-model-v2
This model is a fine-tuned version of youdiniplays/ceb-tl-model on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5724
- Bleu: 4.8431
- Gen Len: 18.087
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
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.5788 | 1.0 | 6516 | 0.6219 | 4.4849 | 18.093 |
| 0.5512 | 2.0 | 13032 | 0.6098 | 4.6688 | 18.097 |
| 0.5138 | 3.0 | 19548 | 0.5902 | 4.6858 | 18.079 |
| 0.4903 | 4.0 | 26064 | 0.5807 | 4.6775 | 18.08 |
| 0.4753 | 5.0 | 32580 | 0.5724 | 4.8431 | 18.087 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0