metadata
tags:
- generated_from_trainer
model-index:
- name: arzwiki_mlm
results: []
metrics:
- perplexity
license: mit
datasets:
- SaiedAlshahrani/Egyptian_Arabic_Wikipedia_20230101
language:
- ar
library_name: transformers
pipeline_tag: fill-mask
widget:
- text: الهدف من الحياة هو <mask>
arzwiki_mlm (arzRoBERTa)
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Pseudo-Perplexity:
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: 0.0001
- train_batch_size: 256
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Epoch | Step | Training Loss |
|---|---|---|
| 1 | 2500 | 2.038300 |
| 2 | 5000 | 0.878800 |
| 3 | 7500 | 0.682800 |
| 4 | 10000 | 0.613100 |
| 5 | 12500 | 0.574500 |
| Train Runtime | Train Samples Per Second | Train Steps Per Second | Total Flos | Train Loss | Epoch |
|---|---|---|---|---|---|
| 14677.117400 | 248.119000 | 0.970000 | 120746231839334400.000000 | 0.908513 | 5.000000 |
Framework versions
- Datasets 2.9.0
- Tokenizers 0.12.1
- Transformers 4.24.0
- Pytorch 1.12.1+cu116