working – AI Model by rabby33 | AlphaNeural AI

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text2text-generation

generated_from_trainer

csebuetnlp/banglat5

text-generation-inference

endpoints_compatible

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

Loss: 1.7567
Bleu: 16.8754
Gen Len: 11.7975

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
No log	1.0	450	1.7403	14.5679	11.9038
2.1563	2.0	900	1.6685	15.1417	11.7188
1.5765	3.0	1350	1.6712	16.0438	11.7525
1.2297	4.0	1800	1.7176	16.9394	11.8238
1.0072	5.0	2250	1.7567	16.8754	11.7975

Framework versions

Transformers 4.37.0
Pytorch 1.13.1+cu117
Datasets 2.1.0
Tokenizers 0.15.1