mt5-large-finetuned-anaphora_czech
This model is a fine-tuned version of google/mt5-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1359
- Score: 94.4870
- Char Order: 6
- Word Order: 0
- Beta: 2
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: 2e-05
- 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Score | Char Order | Word Order | Beta |
|---|---|---|---|---|---|---|---|
| 0.3827 | 1.0 | 2097 | 0.2045 | 93.9204 | 6 | 0 | 2 |
| 0.2549 | 2.0 | 4194 | 0.1442 | 94.2760 | 6 | 0 | 2 |
| 0.211 | 3.0 | 6291 | 0.1359 | 94.4870 | 6 | 0 | 2 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
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Base model
google/mt5-large