Patcas / v9.1-codet5-base-finetuned-code_function-to-test_case_function

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Total runs: 19
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7-day runs: 0
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Model's Last Updated: November 09 2023
text2text-generation

Introduction of v9.1-codet5-base-finetuned-code_function-to-test_case_function

Model Details of v9.1-codet5-base-finetuned-code_function-to-test_case_function

v9.1-codet5-base-finetuned-code_function-to-test_case_function

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

  • Loss: 1.6592
  • Bleu: 0.0145
  • Gen Len: 19.0
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: 2
  • eval_batch_size: 2
  • 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 Bleu Gen Len
No log 1.0 400 1.8713 0.0187 19.0
2.5133 2.0 800 1.7578 0.0149 19.0
1.9264 3.0 1200 1.7019 0.0161 19.0
1.7291 4.0 1600 1.6722 0.0165 19.0
1.5638 5.0 2000 1.6608 0.0149 19.0
1.5638 6.0 2400 1.6544 0.0146 19.0
1.4592 7.0 2800 1.6511 0.0139 19.0
1.3699 8.0 3200 1.6537 0.0148 19.0
1.3379 9.0 3600 1.6596 0.0145 19.0
1.2919 10.0 4000 1.6592 0.0145 19.0
Framework versions
  • Transformers 4.35.0
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.14.1

Runs of Patcas v9.1-codet5-base-finetuned-code_function-to-test_case_function on huggingface.co

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v9.1-codet5-base-finetuned-code_function-to-test_case_function huggingface.co is an AI model on huggingface.co that provides v9.1-codet5-base-finetuned-code_function-to-test_case_function's model effect (), which can be used instantly with this Patcas v9.1-codet5-base-finetuned-code_function-to-test_case_function model. huggingface.co supports a free trial of the v9.1-codet5-base-finetuned-code_function-to-test_case_function model, and also provides paid use of the v9.1-codet5-base-finetuned-code_function-to-test_case_function. Support call v9.1-codet5-base-finetuned-code_function-to-test_case_function model through api, including Node.js, Python, http.

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