ayeshgk/codet5-small-java-v1-text-to-code

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codet5-small-java-v1-text-to-code

This model is a fine-tuned version of Salesforce/codet5-small on the codexgluetctexttocode dataset. It achieves the following results on the evaluation set:

• —Loss: 0.7705
• —Rouge1: 57.1969
• —Rouge2: 40.0098
• —Rougel: 55.326
• —Rougelsum: 56.119
• —Gen Len: 16.8335

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
• —trainbatchsize: 16
• —evalbatchsize: 16
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 4
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.36.0.dev0
• —Pytorch 2.1.0+cu118
• —Datasets 2.15.0
• —Tokenizers 0.15.0