distilroberta-pr200k-phrase-5k

This model is a fine-tuned version of judy93536/distilroberta-pr200k-ep20 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.1609
• Accuracy: 0.9429

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: 8
• 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

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	125	0.5568	0.7518
No log	2.0	250	0.2015	0.9319
No log	3.0	375	0.1609	0.9429

Framework versions

• Transformers 4.33.2
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.13.3