text_analyzer_albert_new

This model is a fine-tuned version of /home/antonio/code/trainer-build/text.analyzer.trainer/src/resource/model/config.json on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.0541
• Accuracy: 0.4472

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: 0.1
• train_batch_size: 1
• eval_batch_size: 1
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
29.7818	1.0	9132	15.8758	0.4437
21.4171	2.0	18264	6.4477	0.4472
3.1718	3.0	27396	1.0541	0.4472

Framework versions

• Transformers 4.29.1
• Pytorch 1.12.0+cpu
• Datasets 2.14.5
• Tokenizers 0.13.3