Codebert-python Open-source Model - Free Support for Python Code Evaluation and Generation Tasks

Codebert Python

Developed by neulab

This model is a masked language model trained on Python code based on microsoft/codebert-base-mlm, primarily used for code evaluation and generation tasks.

Large Language Model

Transformers

#Code Evaluation Framework #Python Code Understanding #MLM Pretraining

Downloads 1.7M

Release Time : 9/23/2022

Model Overview

The model was trained for 1 million steps on Python code from the codeparrot/github-code-clean dataset, mainly used for the CodeBERTScore evaluation framework, but also applicable to other code-related tasks.

Model Features

Focus on Python Code

Specifically trained on Python code, providing better understanding and generation capabilities for Python.

CodeBERTScore Evaluation Framework

Primarily used for the CodeBERTScore code generation evaluation framework, offering high-quality code evaluation capabilities.

Transferability

Although mainly used for evaluation, it can also be applied to other code-related tasks such as code completion and code generation.

Model Capabilities

Code Evaluation

Code Understanding

Masked Language Modeling

Code Generation

Use Cases

Code Quality Evaluation

Code Generation Evaluation

Used to evaluate the quality of AI-generated code

Provides more accurate code quality scores

Code-Related Tasks

Code Completion

Used for code completion features in IDEs

Code Generation

Generates Python code snippets

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Codebert Python

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 microsoft/codebert-base-mlm Model

🚀 Quick Start

📄 License

📚 Documentation

🔧 Technical Details

📦 Installation

💻 Usage Examples

📚 Citation