EcoBERT-POWO_Lifecycle_Scratch

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

• Loss: 0.0849

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: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.0955	1.0	1704	0.0910
0.0838	2.0	3408	0.0844
0.0696	3.0	5112	0.0849

Framework versions

• Transformers 4.26.1
• Pytorch 1.13.1+cu116
• Datasets 2.10.1
• Tokenizers 0.13.2