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sentenec30kv2 – AI Model by fia24 | AlphaNeural AI

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fia24/
sentenec30kv2

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text2text-generation

generated_from_trainer

csebuetnlp/banglat5

text-generation-inference

endpoints_compatible

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sentenec30kv2

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: 0.1100
eval_bleu: 88.2797
eval_Val Accuracy: 0.683
eval_Word_accuracy: 0.9845
eval_gen_len: 14.3727
eval_runtime: 141.8398
eval_samples_per_second: 21.151
eval_steps_per_second: 1.325
epoch: 9.0
step: 4005

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: 54
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 200

Framework versions

Transformers 4.35.2
Pytorch 1.13.1+cu117
Datasets 2.16.1
Tokenizers 0.15.1