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

Stable Video Diffusion is designed to serve a wide range of video applications in fields such as media, entertainment, education, marketing. It empowers individuals to transform text and image inputs into vivid scenes and elevates concepts into live action, cinematic creations. Stable Video Diffusion is now available for use under a non-commercial community license (the “License”) which can be found here. Stability AI is making Stable Video Diffusion freely available to you, including model code and weights, for research and other non-commercial purposes. Your use of Stable Video Diffusion is subject to the terms of the License, which includes the use and content restrictions found in Stability’s Acceptable Use Policy.

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 want an AI model for generating video

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

No information available.
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

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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

Stability AI
Founded: 2019
United Kingdom
stability.ai/stable-video

Alternatives

Seed2.0 Pro

Seed2.0 Pro

ByteDance

Alternatives

Grok Imagine

Grok Imagine

SpaceXAI
Gemini Diffusion

Gemini Diffusion

Google DeepMind
Sora

Sora

OpenAI
Stable Diffusion

Stable Diffusion

Stability AI
Mercury Coder

Mercury Coder

Inception Labs
Stable Diffusion 3.5

Stable Diffusion 3.5

Stability AI

Categories

Categories

Integrations

AnyAPI
C++
Citlyze
ClipZap
Flyne AI
Fuser
Go
Java
Kubrix
Magica
Python
Stability AI
Stable Diffusion
TESS AI
WaveSpeedAI
ZOOOP
fal
graphis

Integrations

AnyAPI
C++
Citlyze
ClipZap
Flyne AI
Fuser
Go
Java
Kubrix
Magica
Python
Stability AI
Stable Diffusion
TESS AI
WaveSpeedAI
ZOOOP
fal
graphis
Claim ByteDance Seed and update features and information
Claim ByteDance Seed and update features and information
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Claim Stable Video Diffusion and update features and information