token-classification-llmlingua2-xlm-roberta-1k7_yte_10_epoch

This model is a fine-tuned version of FacebookAI/xlm-roberta-large on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.5734

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: 1e-05
• train_batch_size: 96
• eval_batch_size: 96
• 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
No log	1.0	15	0.6536
No log	2.0	30	0.6201
No log	3.0	45	0.6053
No log	4.0	60	0.6282
No log	5.0	75	0.5876
No log	6.0	90	0.5779
No log	7.0	105	0.5734
No log	8.0	120	0.5753
No log	9.0	135	0.5790
No log	10.0	150	0.5747

Framework versions

• Transformers 4.39.0.dev0
• Pytorch 2.2.1+cu118
• Datasets 2.18.0
• Tokenizers 0.15.2