banel_with_pos_banglat5_v0.1.2.3.4

This model is a fine-tuned version of csebuetnlp/banglat5 on an unknown dataset. It achieves the following results on the evaluation set:

• eval_loss: 0.3334
• eval_Val Accuracy: 0.8725
• eval_gen_len: 2.2819
• eval_runtime: 20.0208
• eval_samples_per_second: 111.634
• eval_steps_per_second: 3.496
• epoch: 3.0
• step: 180

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: 0.0005
• train_batch_size: 300
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Framework versions

• Transformers 4.34.1
• Pytorch 1.13.1+cu117
• Datasets 2.14.6
• Tokenizers 0.14.1