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Description

Seed Diffusion Preview is an advanced language model designed for code generation that employs discrete-state diffusion, allowing it to produce code in a non-sequential manner, resulting in significantly faster inference times without compromising on quality. This innovative approach utilizes a two-stage training process that involves mask-based corruption followed by edit-based augmentation, enabling a standard dense Transformer to achieve an optimal balance between speed and precision while avoiding shortcuts like carry-over unmasking, which helps maintain rigorous density estimation. The model impressively achieves an inference rate of 2,146 tokens per second on H20 GPUs, surpassing current diffusion benchmarks while either matching or exceeding their accuracy on established code evaluation metrics, including various editing tasks. This performance not only sets a new benchmark for the speed-quality trade-off in code generation but also showcases the effective application of discrete diffusion methods in practical coding scenarios. Its success opens up new avenues for enhancing efficiency in coding tasks across multiple platforms.

Description

Unleash the boundless possibilities of artificial intelligence with tools like ChatGPT, DALL·E, Stable Diffusion, and Midjourney, all housed within a complimentary prompt marketplace accessible to everyone. This platform allows you to swiftly and effortlessly discover the ideal generative AI prompts tailored to your specific projects. A practical approach to reducing costs associated with tokens for AI models, such as GPT and various image generators, is to limit the number of prompts utilized. You can kickstart your experience with GPT and AI image generators by leveraging prompts that have previously yielded successful outcomes. To gauge how effectively a model can respond to a specific prompt, you can reference example outputs available on our site. The majority of our prompts and services are provided at no cost, allowing you to utilize them freely. Dive into the finest selection of prompts for ChatGPT, DALL·E, Stable Diffusion, and Midjourney in this inclusive marketplace. We pride ourselves on offering a rich and varied collection of generative AI prompts, serving as a bridge for seamless interaction with artificial intelligence and enhancing your creative endeavors.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

AnyAPI Yes 
C++ Yes 
ChatGPT No 
Citlyze Yes 
DALL·E 2 No 
Flyne AI Yes 
Fuser Yes 
Go Yes 
Java Yes 
Magica Yes 
Midjourney No 
Python Yes 
Stable Diffusion No 
TESS AI Yes 
WaveSpeedAI Yes 
ZOOOP Yes 
graphis Yes 

Integrations

AnyAPI No 
C++ No 
ChatGPT Yes 
Citlyze No 
DALL·E 2 Yes 
Flyne AI No 
Fuser No 
Go No 
Java No 
Magica No 
Midjourney Yes 
Python No 
Stable Diffusion Yes 
TESS AI No 
WaveSpeedAI No 
ZOOOP No 
graphis No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

ByteDance

Founded

2012

Country

China

Website

seed.bytedance.com/en/seed_diffusion

Vendor Details

Company Name

ChatX

Country

Canada

Website

chatx.ai/

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