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ThoughtFocusAI/
CodeGeneration-CodeT5-base

Name: CodeGeneration-CodeT5-base
Rating: 2.5 (6 reviews)

transformers

text2text-generation

generated_from_keras_callback

ThoughtFocusAI/Python-CodeGeneration

endpoints_compatible

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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

ThoughtFocusAI/CodeGeneration-CodeT5-base