This is a subset of the [python dataset](https://www.kaggle.com/datasets/veeralakrishna/python-code-data) provided but [Ailurophile](https://www.kaggle.com/veeralakrishna) on Kaggle.

**Important:**  
Errors were introduced on purpose to try to test a sort of "specialized masking" in a realistic way. 

Goal:  
The goal is to create a specialized agent, and add it to a chain with at least one other agent that generates code, and can hopefully "catch" any errors. 

Inspiration:  
When working to generate datasets with other models, I found that even after multiple "passes" errors where still missed.
Out of curiosity, I tried the same checks with GPT3.5 and even *it* failed to catch some syntax errors.

There is likely still some errors, and the dataset is limited to syntax errors currently. 
When the scripts are done, they'll be uploaded here, and with the model. 

task_categories:text-generation size_categories:1K<n<10K language:en license:cc0-1.0 code region:us
{"language": ["en"], "license": "cc0-1.0", "size_categories": ["1K<n<10K"], "task_categories": ["text-generation"], "tags": ["code"]}
TAGS
#task_categories-text-generation #size_categories-1K<n<10K #language-English #license-cc0-1.0 #code #region-us 

This is a subset of the python dataset provided but Ailurophile on Kaggle.

Important:  
Errors were introduced on purpose to try to test a sort of "specialized masking" in a realistic way. 

Goal:  
The goal is to create a specialized agent, and add it to a chain with at least one other agent that generates code, and can hopefully "catch" any errors. 

Inspiration:  
When working to generate datasets with other models, I found that even after multiple "passes" errors where still missed.
Out of curiosity, I tried the same checks with GPT3.5 and even *it* failed to catch some syntax errors.

There is likely still some errors, and the dataset is limited to syntax errors currently. 
When the scripts are done, they'll be uploaded here, and with the model. 

TAGS
#task_categories-text-generation #size_categories-1K<n<10K #language-English #license-cc0-1.0 #code #region-us 

passage: TAGS
#task_categories-text-generation #size_categories-1K<n<10K #language-English #license-cc0-1.0 #code #region-us 
