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模型:
SaiedAlshahrani/arywiki_mlm
中文arywiki_mlm (aryRoBERTa)
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: 128
- 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 | 35 | 9.561500 |
| 2 | 70 | 7.946000 |
| 3 | 105 | 7.420400 |
| 4 | 140 | 7.197800 |
| 5 | 175 | 7.174400 |
| Train Runtime | Train Samples Per Second | Train Steps Per Second | Total Flos | Train Loss | Epoch |
|---|---|---|---|---|---|
| 192.684800 | 121.260000 | 0.960000 | 774708261150720.000000 | 7.812142 | 5.000000 |
Framework versions
- Datasets 2.9.0
- Tokenizers 0.12.1
- Transformers 4.24.0
- Pytorch 1.12.1+cu116