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codet5-small-v1 – AI Model by chathuranga-jayanath | AlphaNeural AI
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chathuranga-jayanath
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codet5-small-v1
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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-v1
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: 1.0781
Bleu Score: 0.0611
Gen Len: 13.973
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: 20
eval_batch_size: 20
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
16
1.8385
0.0659
12.9459
No log
2.0
32
1.3205
0.06
13.973
No log
3.0
48
1.0781
0.0611
13.973
Framework versions
Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1
