Model_run_korai_lagbe

This model is a fine-tuned version of csebuetnlp/banglat5 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.5785
• Bleu: 18.6683
• Gen Len: 11.5981

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: 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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.9574	1.0	1800	1.5379	16.7857	11.6603
1.5368	2.0	3600	1.4768	17.6951	11.6234
1.2285	3.0	5400	1.4869	18.2589	11.6088
0.9943	4.0	7200	1.5305	18.0562	11.5131
0.8437	5.0	9000	1.5785	18.6683	11.5981

Framework versions

• Transformers 4.37.2
• Pytorch 1.13.1+cu117
• Datasets 2.17.1
• Tokenizers 0.15.2