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
DiffusionBee is the easiest way to generate AI art on your computer with Stable Diffusion. Completely free of charge. DiffusionBee comes with all cutting-edge Stable Diffusion tools in one easy-to-use package. Generate an image using a text prompt. Generate any image in any style. Modify existing images using text prompts. Create a new image based on a starting image. Add/remove objects in an existing image at a selected region using a text prompt. Expand an image outwards using text prompts. Select a region in the canvas and add objects. Use AI to automatically increase the resolution of the generated image. Use external Stable Diffusion models which are trained on specific styles/objects using DreamBooth. Advanced options like the negative prompt, diffusion steps, etc. for power users. All the generation happens locally and nothing is sent to the cloud. An active community on Discord where you can ask us anything.
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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 seeking a solution to create images and generate AI art from prompts using Stable Diffusion
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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 InformationDiffusionBee
diffusionbee.com
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Alternatives |
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Categories |
Categories |
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Integrations
C++
Flyne AI
Fuser
Galaxy.ai
Go
Java
Python
Stable Diffusion
TESS AI
WaveSpeedAI
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Integrations
C++
Flyne AI
Fuser
Galaxy.ai
Go
Java
Python
Stable Diffusion
TESS AI
WaveSpeedAI
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