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codet5-small-v4 – AI Model by chathuranga-jayanath | AlphaNeural AI
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chathuranga-jayanath
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codet5-small-v4
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transformers
tensorboard
safetensors
t5
text2text-generation
generated_from_trainer
Salesforce/codet5-small
finetune
apache-2.0
text-generation-inference
endpoints_compatible
us
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codet5-small-v4
This model is a fine-tuned version of
Salesforce/codet5-small
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.7318
Bleu Score: 0.2737
Gen Len: 13.7838
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: 2e-05
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: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Bleu Score
Gen Len
No log
1.0
20
1.7693
0.281
13.5946
No log
2.0
40
1.0720
0.2706
13.9189
No log
3.0
60
0.7318
0.2737
13.7838
Framework versions
Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1
