The Django dataset is a dataset for code generation comprising of 16000 training, 1000 development and 1805 test annotations. Each data point consists of a line ...
May 30, 2023 · I've compiled a list of datasets that can be used to train LLMs to generate code from text. Let me know if there is any dataset that I've ...
Code Generation is an important field to predict explicit code or program structure from multimodal data sources such as incomplete code, ...
Datasets. Dataset for imperative programming language generation; Dataset for Text-to-SQL generation · Techniques. Generation architectures; Pretrained models.
The Stack serves as a pre-training dataset for Code LLMs, i.e., code-generating AI systems which enable the synthesis of programs from natural language ...
People also ask
What is the best AI for code generation?
Is there an AI that can create code? Google's most capable model, Gemini not only generates code, but also helps with debugging and code explanation. Gemini can handle more than 20 programming languages, including C++, Go, Java, Javascript, Python and Typescript.
Which model is best for code generation?
StarCoder. StarCoder is a state-of-the-art LLM for code, developed by Hugging Face and ServiceNow as part of the BigCode Initiative. It is trained on permissively licensed data from over 80 programming languages and text from GitHub repositories, including documentation and Jupyter programming notebooks.
What is a dataset in coding?
The term data set refers to a file that contains one or more records. The record is the basic unit of information used by a program running on z/OS. Any named group of records is called a data set.
Is there an AI that creates code?
AI code generation involves using software tools, powered by Artificial Intelligence (AI) and Machine Learning (ML), to write computer code. Instead of manually typing out every line of code, a person gives the AI tool a description of what they want the code to do.
This curated dataset is designed to provide a representative sample of Python code from GitHub repositories. While it may not encompass the entirety of the ...
Dec 22, 2023 · We introduce TACO, an open-source, large-scale code generation dataset, with a focus on the optics of algorithms, designed to provide a more ...
Text-to-code generation is a task where we can generate code based on the natural language description. It can further be used to build an AI-powered coding ...
Dataset Description. The GitHub Code dataset consists of 115M code files from GitHub in 32 programming languages with 60 extensions totaling in 1TB of data. The ...
Sep 7, 2022 · A code generation dataset for generating the code that implements Hearthstone and Magic The Gathering card effects.