DrishtiSharma / codet5-small-generate-docstrings-codexglue-python-bs-32

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 1
30-day runs: 6
Model's Last Updated: August 25 2023
text-generation

Introduction of codet5-small-generate-docstrings-codexglue-python-bs-32

Model Details of codet5-small-generate-docstrings-codexglue-python-bs-32

codet5-small-generate-docstrings-codexglue-python-bs-32

This model is a fine-tuned version of Salesforce/codet5-small on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 2.0595
  • Rouge1: 0.3535
  • Rouge2: 0.1748
  • Rougel: 0.3195
  • Rougelsum: 0.336
  • Gen Len: 16.1317
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
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Gen Len
2.6758 1.0 5952 2.2761 0.3458 0.1674 0.312 0.329 16.375
2.4212 2.0 11904 2.1955 0.3471 0.1698 0.3143 0.33 15.3815
2.3395 3.0 17856 2.1480 0.3501 0.1715 0.3159 0.3329 16.4806
2.2889 4.0 23808 2.1198 0.3506 0.1722 0.3167 0.3333 15.974
2.252 5.0 29760 2.0984 0.3524 0.1738 0.3184 0.3351 16.2197
2.226 6.0 35712 2.0851 0.3518 0.1736 0.3182 0.3345 15.9882
2.2047 7.0 41664 2.0746 0.3521 0.1738 0.3185 0.3348 16.2078
2.1894 8.0 47616 2.0654 0.3532 0.1748 0.3194 0.3357 16.1077
2.1798 9.0 53568 2.0617 0.3528 0.1749 0.3192 0.3355 16.0418
2.1732 10.0 59520 2.0595 0.3535 0.1748 0.3195 0.336 16.1317
Framework versions
  • Transformers 4.33.0.dev0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.4.dev0
  • Tokenizers 0.13.3

Runs of DrishtiSharma codet5-small-generate-docstrings-codexglue-python-bs-32 on huggingface.co

9
Total runs
0
24-hour runs
-1
3-day runs
1
7-day runs
6
30-day runs

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