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codet5-small-v25 – AI Model by chathuranga-jayanath | AlphaNeural AI
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chathuranga-jayanath
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codet5-small-v25
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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-v25
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: 0.1586
Bleu Score: 0.0015
Gen Len: 14.5219
Model description
trained,
on: chathuranga-jayanath/context-5-finmath-times4j-html-mavendoxia-wro4j-guava-supercsv-len-10000-prompt-1
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
0.2711
1.0
3752
0.1945
0.0015
14.4656
0.1997
2.0
7504
0.1665
0.0015
14.4754
0.1747
3.0
11256
0.1586
0.0015
14.5219
Framework versions
Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.17.0
Tokenizers 0.15.1
