toxic-spans-roberta-base
This model is a fine-tuned version of FacebookAI/roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6264
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: 39
- eval_batch_size: 78
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 78
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6374 | 0.9961 | 128 | 0.6587 |
| 0.6031 | 2.0 | 257 | 0.6323 |
| 0.5772 | 2.9883 | 384 | 0.6264 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1+cu118
- Datasets 3.1.0
- Tokenizers 0.20.3
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Model tree for charleyisballer/toxic-spans-roberta-base
Base model
FacebookAI/roberta-base