codet5-small-finetuned – AI Model by archan01 | AlphaNeural AI

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archan01/
codet5-small-finetuned

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text2text-generation

generated_from_trainer

Salesforce/codet5-small

text-generation-inference

endpoints_compatible

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codet5-small-finetuned

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: 1.0034
Bleu: 0.4086

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: 0.0001
train_batch_size: 32
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
1.9367	1.0	253	1.3766	0.3113
1.2487	2.0	506	1.1884	0.3365
1.0377	3.0	759	1.0994	0.3553
0.9183	4.0	1012	1.0610	0.3747
0.8267	5.0	1265	1.0328	0.3893
0.7586	6.0	1518	1.0161	0.3943
0.7087	7.0	1771	1.0106	0.3897
0.6666	8.0	2024	1.0063	0.4036
0.6359	9.0	2277	1.0024	0.4059
0.6173	10.0	2530	1.0034	0.4086

Framework versions

Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1