CodeT5

CodeT5

Salesforce
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+

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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

Whisper is an automatic speech recognition (ASR) system developed by OpenAI for converting spoken language into text. It is trained on 680,000 hours of multilingual and multitask audio data collected from the web. The model is designed to handle diverse accents, background noise, and technical language with high accuracy. Whisper supports transcription in multiple languages as well as translation into English. It uses an encoder-decoder Transformer architecture to process audio inputs and generate text outputs. The system can also perform tasks like language identification and timestamp generation. Overall, Whisper enables developers to build robust voice-enabled applications with ease.

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 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

Audience

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

Audience

Developers, researchers, content creators, and businesses looking to build speech-to-text, voice interfaces, translation tools, or accessibility solutions using robust multilingual audio processing

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

No information available.
Free Version Not 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 Supported
Live Online Not Supported
In Person Not Supported

Company Information

Salesforce
github.com/salesforce/CodeT5

Company Information

OpenAI
Founded: 2015
United States
openai.com/index/whisper/

Alternatives

GLM-OCR

GLM-OCR

Z.ai

Alternatives

Mu

Mu

Microsoft
Transcribe

Transcribe

Wreally
CodeQwen

CodeQwen

Alibaba
Azure AI Speech

Azure AI Speech

Microsoft

Categories

AI Code Generators Supported

Categories

AI Models Supported
Speech Recognition Supported
Speech to Text Supported
Transcription Supported

Integrations

Azure AI Speech Not Supported
Baseten Not Supported
C Supported
C# Supported
ExecuTorch Not Supported
Handy Not Supported
Hyprnote Not Supported
JavaScript Supported
LastMile AI Not Supported
LazyTyper Not Supported
PHP Supported
Python Supported
Ruby Supported
Shownotes Not Supported
Simplismart Not Supported
Spark NLP Not Supported
Spokenly Not Supported
Thinkbuddy Not Supported
Unremot Not Supported
VESSL AI Not Supported

Integrations

Azure AI Speech Supported
Baseten Supported
C Not Supported
C# Not Supported
ExecuTorch Supported
Handy Supported
Hyprnote Supported
JavaScript Not Supported
LastMile AI Supported
LazyTyper Supported
PHP Not Supported
Python Not Supported
Ruby Not Supported
Shownotes Supported
Simplismart Supported
Spark NLP Supported
Spokenly Supported
Thinkbuddy Supported
Unremot Supported
VESSL AI Supported
Claim CodeT5 and update features and information
Claim CodeT5 and update features and information
Claim OpenAI Whisper and update features and information
Claim OpenAI Whisper and update features and information