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--- |
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tags: |
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- generated_from_keras_callback |
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model-index: |
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- name: CodeGeneration-CodeT5-base |
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results: [] |
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datasets: |
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- ThoughtFocusAI/Python-CodeGeneration |
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--- |
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<!-- This model card has been generated automatically according to the information Keras had access to. You should |
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probably proofread and complete it, then remove this comment. --> |
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# CodeGeneration-CodeT5-base |
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This model was trained from the pretrained CodeT5-base model on [ThoughtFocusAI/Python-CodeGeneration](https://huggingface.co/datasets/ThoughtFocusAI/Python-CodeGeneration) dataset. |
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It achieves the following results on the evaluation set: |
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- ngram match: 0.014948515566713798 |
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- weighted ngram match: 0.017803898905793227 |
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- syntax_match: 0.21961325966850828 |
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- dataflow_match: 0.36255924170616116 |
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- bleu = 1.87 |
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- codebleu = 15.3731 |
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- exact match = 0.0 |
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## Model description |
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This model was trained from the pretrained CodeT5-base model Salesforce and has been fine tuned for Python Code Genertion. |
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## Intended uses & limitations |
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Python Code Generation. |
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Limited to simple queries. |
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## Training and evaluation data |
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[ThoughtFocusAI/Python-CodeGeneration](https://huggingface.co/datasets/ThoughtFocusAI/Python-CodeGeneration) |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- optimizer: None |
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- training_precision: float32 |
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### Training results |
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### Framework versions |
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- Transformers 4.29.2 |
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- TensorFlow 2.12.0 |
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- Datasets 2.12.0 |
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- Tokenizers 0.13.3 |
