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Average Ratings 2 Ratings

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support

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

Ideogram AI serves as a generator that transforms text into images. Its innovative technology relies on a novel kind of neural network known as a diffusion model, which is trained using an extensive collection of images, enabling it to produce new visuals that bear resemblance to those within the training set. In contrast to traditional generative AI frameworks, diffusion models possess the additional capability of creating images that adhere to particular artistic styles, expanding their utility in creative applications. This versatility makes Ideogram AI a valuable tool for artists and designers looking to explore new visual ideas.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Fuser Yes 
Magica Yes 
WaveSpeedAI Yes 
AIVideo.com No 
Adobe Firefly No 
Aerogram No 
AnyAPI Yes 
ClipTrend.ai No 
Comfy Cloud No 
Doraverse No 
Go Yes 
Haimeta No 
Ideogram 4.0 No 
ImageGPT.io No 
Model Playground No 
Python Yes 
TESS AI Yes 
Unite AI No 
anyimg.ai No 
graphis Yes 

Integrations

Fuser Yes 
Magica Yes 
WaveSpeedAI Yes 
AIVideo.com Yes 
Adobe Firefly Yes 
Aerogram Yes 
AnyAPI No 
ClipTrend.ai Yes 
Comfy Cloud Yes 
Doraverse Yes 
Go No 
Haimeta Yes 
Ideogram 4.0 Yes 
ImageGPT.io Yes 
Model Playground Yes 
Python No 
TESS AI No 
Unite AI Yes 
anyimg.ai Yes 
graphis No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version 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 

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 No 

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

Ideogram AI

Founded

2023

Country

United States

Website

ideogram.ai

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