ByteDance SeedByteDance
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Related Products
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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.
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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.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Developers and research teams needing a code generation model tool that reduces latency compared to traditional autoregressive systems while maintaining competitive benchmark performance
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Audience
Users that require a tool to create detailed prompts for AI art instantly
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationByteDance
Founded: 2012
China
seed.bytedance.com/en/seed_diffusion
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Company InformationpromptoMANIA
promptomania.com
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
C++
Craiyon
DALL·E 2
Flyne AI
Fuser
Galaxy.ai
Go
Java
Midjourney
NightCafe Creator
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Integrations
C++
Craiyon
DALL·E 2
Flyne AI
Fuser
Galaxy.ai
Go
Java
Midjourney
NightCafe Creator
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