medidalRoberta

This model is a fine-tuned version of FacebookAI/xlm-roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.0334
• Accuracy: 0.9868

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: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	19	1.3034	0.5789
No log	2.0	38	0.6350	0.8816
No log	3.0	57	0.2689	0.8947
No log	4.0	76	0.1290	0.9868
No log	5.0	95	0.1135	0.9605
No log	6.0	114	0.0605	0.9868
No log	7.0	133	0.0536	0.9868
No log	8.0	152	0.0417	0.9868
No log	9.0	171	0.0332	0.9868
No log	10.0	190	0.0334	0.9868

Framework versions

• Transformers 4.39.3
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.2