CodeT5

CodeT5

Salesforce
+
+

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About

Code for CodeT5, a new code-aware pre-trained encoder-decoder model. Identifier-aware unified pre-trained encoder-decoder models for code understanding and generation. This is the official PyTorch implementation for the EMNLP 2021 paper from Salesforce Research. CodeT5-large-ntp-py is specially optimized for Python code generation tasks and employed as the foundation model for our CodeRL, yielding new SOTA results on the APPS Python competition-level program synthesis benchmark. This repo provides the code for reproducing the experiments in CodeT5. CodeT5 is a new pre-trained encoder-decoder model for programming languages, which is pre-trained on 8.35M functions in 8 programming languages (Python, Java, JavaScript, PHP, Ruby, Go, C, and C#). In total, it achieves state-of-the-art results on 14 sub-tasks in a code intelligence benchmark - CodeXGLUE. Generate code based on the natural language description.

About

ExecuTorch is PyTorch’s open source framework for deploying AI/ML models directly to edge devices, enabling text, vision, speech, recommendation, and multimodal inference without requiring the cloud. It exports models from PyTorch without intermediate conversion formats, preserves ATen operators, and uses ahead-of-time compilation to optimize performance for target hardware before deployment. Its modular design lets developers choose compile-time and runtime optimizations while staying inside the familiar PyTorch ecosystem, including torchao for quantization. A portable C++ runtime with a base footprint of about 50 KB can run on smartphones, desktops, embedded systems, microcontrollers, DSPs, and Cortex-M processors. ExecuTorch supports Android, iOS, Linux, Windows, macOS, and WebAssembly, with native APIs for C++, Swift, Kotlin, and Objective-C.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Supported
iPhone Supported
iPad Supported
Android Supported
Chromebook Not Supported

Audience

Developers and users interested in a solution to generate, summarize, and autocomplete code

Audience

AI developers and engineering teams that need to deploy optimized PyTorch models for on-device inference across smartphones, embedded systems, and microcontrollers

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Salesforce
github.com/salesforce/CodeT5

Company Information

ExecuTorch
United States
executorch.ai/

Alternatives

GLM-OCR

GLM-OCR

Z.ai

Alternatives

AWS Neuron

AWS Neuron

Amazon Web Services
Mu

Mu

Microsoft
LiteRT

LiteRT

Google
CodeQwen

CodeQwen

Alibaba

Categories

AI Code Generators Supported

Categories

AI Inference Supported

Integrations

C++ Not Supported
Facebook Not Supported
Go Supported
Instagram Not Supported
Java Supported
JavaScript Supported
Kotlin Not Supported
LLaVA Not Supported
Llama 3.2 Not Supported
Muse Glimmer Not Supported
Objective-C Not Supported
OpenAI Whisper Not Supported
PHP Supported
PyTorch Not Supported
Python Supported
Qwen3 Not Supported
Ruby Supported
Swift Not Supported
Voxtral Not Supported
WhatsApp Not Supported

Integrations

C++ Supported
Facebook Supported
Go Not Supported
Instagram Supported
Java Not Supported
JavaScript Not Supported
Kotlin Supported
LLaVA Supported
Llama 3.2 Supported
Muse Glimmer Supported
Objective-C Supported
OpenAI Whisper Supported
PHP Not Supported
PyTorch Supported
Python Not Supported
Qwen3 Supported
Ruby Not Supported
Swift Supported
Voxtral Supported
WhatsApp Supported
Claim CodeT5 and update features and information
Claim CodeT5 and update features and information
Claim ExecuTorch and update features and information
Claim ExecuTorch and update features and information