---
tags:
- generated_from_keras_callback
model-index:
- name: CodeGeneration-CodeT5-base
  results: []
datasets:
- ThoughtFocusAI/Python-CodeGeneration
---

<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->

# CodeGeneration-CodeT5-base

This model was trained from the pretrained CodeT5-base model on [ThoughtFocusAI/Python-CodeGeneration](https://huggingface.co/datasets/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](https://huggingface.co/datasets/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