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Description

CodeT5 is an innovative pre-trained encoder-decoder model specifically designed for understanding and generating code. This model is identifier-aware and serves as a unified framework for various coding tasks. The official PyTorch implementation originates from a research paper presented at EMNLP 2021 by Salesforce Research. A notable variant, CodeT5-large-ntp-py, has been fine-tuned to excel in Python code generation, forming the core of our CodeRL approach and achieving groundbreaking results in the APPS Python competition-level program synthesis benchmark. This repository includes the necessary code for replicating the experiments conducted with CodeT5. Pre-trained on an extensive dataset of 8.35 million functions across eight programming languages—namely Python, Java, JavaScript, PHP, Ruby, Go, C, and C#—CodeT5 has demonstrated exceptional performance, attaining state-of-the-art results across 14 different sub-tasks in the code intelligence benchmark known as CodeXGLUE. Furthermore, it is capable of generating code directly from natural language descriptions, showcasing its versatility and effectiveness in coding applications.

Description

TheCodeground serves as a comprehensive online integrated development environment, providing a variety of tools for coding practice and collaboration in real time. It accommodates numerous programming languages such as Rust, GoLang, Node.js, Python, Java, HTML, CSS, and JavaScript. Users benefit from features like live code sharing, code interviews, and a Reads section filled with valuable articles. The platform's interface resembles that of Visual Studio Code, incorporating useful elements like autocomplete, JSON differentiation, and a JWT decoder to elevate the coding experience. Accessible directly through web browsers, it also offers a desktop application for Mac, Windows, and Linux systems. With The Code Ground, users can effortlessly code on any device without tedious setup processes. The cloud-based architecture guarantees quick execution, a wealth of tools, and a seamless coding journey. The CodeGround is designed to provide developers with all the essential resources for effective coding and precise data management, ensuring they can focus on their projects without distraction.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Go
Java
Python
C
C#
C++
CSS
HTML
JSON
JavaScript
MongoDB
Node.js
PHP
Redis
Ruby
Rust

Integrations

Go
Java
Python
C
C#
C++
CSS
HTML
JSON
JavaScript
MongoDB
Node.js
PHP
Redis
Ruby
Rust

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Salesforce

Website

github.com/salesforce/CodeT5

Vendor Details

Company Name

The CodeGround

Founded

2020

Country

India

Website

thecodeground.io

Product Features

Product Features

Code Collaboration

Audio Conferencing
Chat / Messaging
Code Review
Discussion Threads
IDE Integration
Remote Control
Remote Pair Programming
Screen Sharing
Video Conferencing

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