Azirqui/codet5-python-summarizer-v3

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codet5-python-summarizer-v3

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: 0.0107
• —Rouge1: 0.9856
• —Rouge2: 0.9796
• —Rougel: 0.9856
• —Rougelsum: 0.9856

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: 5e-05
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —PEFT 0.18.1
• —Transformers 4.44.2
• —Pytorch 2.10.0+cu128
• —Datasets 4.0.0
• —Tokenizers 0.19.1