distilroberta-newsapi121k-phrase5k

This model is a fine-tuned version of judy93536/distilroberta-newsapi121k on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.1848
• Accuracy: 0.9379

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: 8.103335054745316e-06
• 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
• lr_scheduler_warmup_ratio: 0.28
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	125	0.5800	0.7568
No log	2.0	250	0.2335	0.9219
No log	3.0	375	0.1848	0.9379

Framework versions

• Transformers 4.35.0
• Pytorch 2.1.0+cu118
• Datasets 2.14.6
• Tokenizers 0.14.1