soha-bert-fa-zwnj-base

This model is a fine-tuned version of HooshvareLab/bert-fa-zwnj-base on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0961

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	59	1.5927
No log	2.0	118	0.4177
No log	3.0	177	0.1746
No log	4.0	236	0.1091
No log	5.0	295	0.0961

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu121
• Datasets 2.16.1
• Tokenizers 0.15.1