ByteDance Seed

ByteDance Seed

ByteDance
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About

Seed Diffusion Preview is a large-scale, code-focused language model that uses discrete-state diffusion to generate code non-sequentially, achieving dramatically faster inference without sacrificing quality by decoupling generation from the token-by-token bottleneck of autoregressive models. It combines a two-stage curriculum, mask-based corruption followed by edit-based augmentation, to robustly train a standard dense Transformer, striking a balance between speed and accuracy and avoiding shortcuts like carry-over unmasking to preserve principled density estimation. The model delivers an inference speed of 2,146 tokens/sec on H20 GPUs, outperforming contemporary diffusion baselines while matching or exceeding their accuracy on standard code benchmarks, including editing tasks, thereby establishing a new speed-quality Pareto frontier and demonstrating discrete diffusion’s practical viability for real-world code generation.

About

Get creative with your prompts and turn your imagination into art. Use promptoMANIA’s free prompt builder to add details to your prompts and generate unique AI art in seconds. Use the Generic prompt builder for DALL-E 2, Disco Diffusion, NightCafe, wombo.art, Craiyon, or any other diffusion model-based AI art generator. promptoMANIA is a free project. If you want to start working with AI, check out CF Spark. promptoMANIA is not affiliated with Midjourney, Stability.ai, or OpenAI. Try our interactive tutorials, and you can become a master prompter today. Create detailed prompts for AI art instantly.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers and research teams needing a code generation model tool that reduces latency compared to traditional autoregressive systems while maintaining competitive benchmark performance

Audience

Users that require a tool to create detailed prompts for AI art instantly

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

ByteDance
Founded: 2012
China
seed.bytedance.com/en/seed_diffusion

Company Information

promptoMANIA
promptomania.com

Alternatives

Seed2.0 Pro

Seed2.0 Pro

ByteDance

Alternatives

Gemini Diffusion

Gemini Diffusion

Google DeepMind
Mercury Coder

Mercury Coder

Inception Labs

Categories

Categories

Integrations

C++
Craiyon
DALL·E 2
Flyne AI
Fuser
Galaxy.ai
Go
Java
Midjourney
NightCafe Creator
OpenAI
Python
Stability AI
Stable Diffusion
TESS AI
WaveSpeedAI
graphis

Integrations

C++
Craiyon
DALL·E 2
Flyne AI
Fuser
Galaxy.ai
Go
Java
Midjourney
NightCafe Creator
OpenAI
Python
Stability AI
Stable Diffusion
TESS AI
WaveSpeedAI
graphis
Claim ByteDance Seed and update features and information
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