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

Explore the limitless potential of AI with ChatGPT, DALL·E, Stable Diffusion and Midjourney. A free prompt marketplace for everyone. A place you can quickly and easily find the right generative AI prompts for your projects. One way to reduce the cost of tokens for AI models like GPT and AI image generators is to minimize the number of prompts. One way to begin using GPT and AI image generator models is to utilize a prompt that has already been successful in producing similar results. To see how a model responds to a given prompt, you can look at an example response on the page to get a sense of its output. Most of our prompts and services are free and you can use them in any way you want. Discover the best prompts for ChatGPT, DALL·E, Stable Diffusion, and Midjourney. A free marketplace for everyone. We offer the most diverse and abundant array of generative AI prompts. We are a pathway to communicate with artificial intelligence.

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

Artists, and individuals needing a marketplace platform to find generative AI prompts

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

ChatX
Canada
chatx.ai/

Alternatives

Seed2.0 Pro

Seed2.0 Pro

ByteDance

Alternatives

Gemini Diffusion

Gemini Diffusion

Google DeepMind
Mercury Coder

Mercury Coder

Inception Labs

Categories

Categories

Integrations

AnyAPI
C++
ChatGPT
Citlyze
DALL·E 2
Flyne AI
Fuser
Go
Java
Magica
Midjourney
Python
Stable Diffusion
TESS AI
WaveSpeedAI
ZOOOP
graphis

Integrations

AnyAPI
C++
ChatGPT
Citlyze
DALL·E 2
Flyne AI
Fuser
Go
Java
Magica
Midjourney
Python
Stable Diffusion
TESS AI
WaveSpeedAI
ZOOOP
graphis
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