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codet5p-220m-v1 – AI Model by chathuranga-jayanath | AlphaNeural AI | AlphaNeural AI
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codet5p-220m-v1
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transformers
tensorboard
safetensors
t5
text2text-generation
generated_from_trainer
Salesforce/codet5p-220m
finetune
bsd-3-clause
text-generation-inference
endpoints_compatible
us
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codet5p-220m-v1
This model is a fine-tuned version of
Salesforce/codet5p-220m
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.0157
Bleu Score: 0.0023
Gen Len: 15.7245
Model description
prompt: [BUG]... [CONTEXT]...
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: 10
eval_batch_size: 10
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
0.0494
1.0
1967
0.0300
0.0023
15.7086
0.0165
2.0
3934
0.0180
0.0023
15.7338
0.0097
3.0
5901
0.0157
0.0023
15.7245
Framework versions
Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1
