ByteDance Seed

ByteDance Seed

ByteDance
Janus-Pro-7B

Janus-Pro-7B

DeepSeek
+
+

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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

Janus-Pro-7B is an innovative open-source multimodal AI model from DeepSeek, designed to excel in both understanding and generating content across text, images, and videos. It leverages a unique autoregressive architecture with separate pathways for visual encoding, enabling high performance in tasks ranging from text-to-image generation to complex visual comprehension. This model outperforms competitors like DALL-E 3 and Stable Diffusion in various benchmarks, offering scalability with versions from 1 billion to 7 billion parameters. Licensed under the MIT License, Janus-Pro-7B is freely available for both academic and commercial use, providing a significant leap in AI capabilities while being accessible on major operating systems like Linux, MacOS, and Windows through Docker.

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

AI researchers, developers, and creatives seeking to leverage advanced, open-source multimodal capabilities for both academic exploration and commercial applications

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

DeepSeek
Founded: 2023
China
www.deepseek.com

Alternatives

Seed2.0 Pro

Seed2.0 Pro

ByteDance

Alternatives

FLUX.1

FLUX.1

Black Forest Labs
Gemini Diffusion

Gemini Diffusion

Google DeepMind
FLUX1.1 Pro

FLUX1.1 Pro

Black Forest Labs
Mercury Coder

Mercury Coder

Inception Labs
DALL·E 3

DALL·E 3

OpenAI
Imagen

Imagen

Google

Categories

Categories

Integrations

C++
Coreshub
Flyne AI
Fuser
Galaxy.ai
Go
Java
ModelMatch
Python
TESS AI
WaveSpeedAI
graphis

Integrations

C++
Coreshub
Flyne AI
Fuser
Galaxy.ai
Go
Java
ModelMatch
Python
TESS AI
WaveSpeedAI
graphis
Claim ByteDance Seed and update features and information
Claim ByteDance Seed and update features and information
Claim Janus-Pro-7B and update features and information
Claim Janus-Pro-7B and update features and information