metadata
tags:
- generated_from_keras_callback
model-index:
- name: CodeGeneration-CodeT5-base
results: []
datasets:
- ThoughtFocusAI/Python-CodeGeneration
CodeGeneration-CodeT5-base
This model was trained from the pretrained CodeT5-base model on ThoughtFocusAI/Python-CodeGeneration dataset. It achieves the following results on the evaluation set:
- ngram match: 0.014948515566713798
- weighted ngram match: 0.017803898905793227
- syntax_match: 0.21961325966850828
- dataflow_match: 0.36255924170616116
- bleu = 1.87
- codebleu = 15.3731
- exact match = 0.0
Model description
This model was trained from the pretrained CodeT5-base model Salesforce and has been fine tuned for Python Code Genertion.
Intended uses & limitations
Python Code Generation. Limited to simple queries.
Training and evaluation data
ThoughtFocusAI/Python-CodeGeneration
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- optimizer: None
- training_precision: float32
Training results
Framework versions
- Transformers 4.29.2
- TensorFlow 2.12.0
- Datasets 2.12.0
- Tokenizers 0.13.3