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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
OpenAI Codex CLI brings AI-driven automation directly to your terminal, providing a seamless experience for reading, editing, and executing code. With its zero-setup installation and multimodal input support, Codex can generate code based on simple text prompts, screenshots, or diagrams. Its approval workflow, with three distinct modes (Suggest, Auto Edit, Full Auto), allows users to control the AI’s interactions with their code. Whether reviewing code, refactoring, or prototyping, Codex enhances productivity, enabling developers to automate repetitive tasks, improve code quality, and accelerate the development cycle.
API Access
Has API
API Access
Has API
Integrations
Azure OpenAI Service
C
C#
ChatGPT
DALL·E 2
GPT-3
GPT-4
GPTConsole
Genie AI
Go
Integrations
Azure OpenAI Service
C
C#
ChatGPT
DALL·E 2
GPT-3
GPT-4
GPTConsole
Genie AI
Go
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
Free
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
OpenAI
Founded
2015
Country
United States
Website
openai.com