token-classification-llmlingua2-xlm-roberta-1k7_yte_10_epoch_paper

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: 0.5878

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	0.6462
No log	2.0	30	0.6202
No log	3.0	45	0.6145
No log	4.0	60	0.6136
No log	5.0	75	0.6092
No log	6.0	90	0.5965
No log	7.0	105	0.5927
No log	8.0	120	0.5897
No log	9.0	135	0.5880
No log	10.0	150	0.5878

Framework versions

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