The core technical advantages of the Seed Diffusion model are in three main areas: high-speed parallel generation, global planning capability and structured understanding.
- High-speed generationThe reasoning speed is up to 2146 tokens/s, which is 5.4 times faster than autoregressive models of the same scale, and realizes "instantaneous" generation of codes by adopting discrete diffusion technology.
- global planning: Through the parallel decoding approach, the model can synchronize the content generation from a holistic view, which is particularly suitable for code editing, refactoring, and other tasks that require global planning.
- Structured understanding: With the technique of "constraint order diffusion", the model learns the logical dependencies of the code (e.g., variables are declared before they are used) and exhibits stronger rationality in code generation and editing.
This answer comes from the articleSeed Diffusion: Validating High-Speed Language Models for Next-Generation ArchitecturesThe
May not be reproduced without permission:AI productivity tools " What are the core technical advantages of the Seed Diffusion model?
English 
简体中文 
日本語 
Deutsch 
Português do Brasil