bt5-small-bangla_lemma – AI Model by arbitropy | AlphaNeural AI

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arbitropy/
bt5-small-bangla_lemma

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text2text-generation

generated_from_trainer

csebuetnlp/banglat5_small

text-generation-inference

endpoints_compatible

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bt5-small-bangla_lemma

This model is a fine-tuned version of csebuetnlp/banglat5_small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.8512

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: 5e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.23	100	11.2822
No log	0.45	200	10.6983
No log	0.68	300	10.1553
No log	0.91	400	9.6258
10.0435	1.13	500	9.0264
10.0435	1.36	600	7.9661
10.0435	1.59	700	2.8449
10.0435	1.81	800	1.8512

Framework versions

Transformers 4.38.1
Pytorch 2.0.1
Datasets 2.16.1
Tokenizers 0.15.0