BERTovoSENTNEG0

This model is a fine-tuned version of Tanor/BERTicovoSENTNEG0 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0448
• F1: 0.5517

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: 64
• eval_batch_size: 16
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 256
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 32

Training results

Training Loss	Epoch	Step	Validation Loss	F1
No log	1.0	47	0.0300	0.0
No log	2.0	94	0.0252	0.5946
No log	3.0	141	0.0284	0.5625
No log	4.0	188	0.0339	0.6667
No log	5.0	235	0.0448	0.5517

Framework versions

• Transformers 4.31.0
• Pytorch 2.1.0.dev20230801
• Datasets 2.14.2
• Tokenizers 0.13.3