codet5-small-v16 – AI Model by chathuranga-jayanath | AlphaNeural AI

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chathuranga-jayanath/
codet5-small-v16

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text2text-generation

generated_from_trainer

Salesforce/codet5-small

text-generation-inference

endpoints_compatible

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codet5-small-v16

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: 0.7656
Bleu Score: 0.0057
Gen Len: 13.156

Model description

Trained,

on: chathuranga-jayanath/selfapr-manipulation-bug-context-10000

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: 30
eval_batch_size: 30
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	267	0.8482	0.0057	13.042
1.0733	2.0	534	0.7801	0.0057	13.151
1.0733	3.0	801	0.7656	0.0057	13.156

Framework versions

Transformers 4.38.0.dev0
Pytorch 2.1.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1