Bytedance family
# Seedream 5 Lite High-performance conceptual image generation and editing. ## Overview Seedream 5 Lite is a sophisticated AI model designed to bridge the gap between high-level conceptual ideation and high-fidelity visual execution. Unlike standard diffusion models that rely solely on surface-level prompt adherence, Seedream 5 Lite integrates built-in reasoning capabilities, allowing it to interpret complex, abstract creative briefs and translate them into coherent, immersive imagery. Whether you are developing a campaign mood board or iterating on specific visual assets, this model provides the deep domain knowledge necessary to maintain stylistic consistency and thematic depth. By leveraging advanced example-based editing, Seedream 5 Lite excels at multi-reference generation. It allows marketing teams to upload existing assets to guide the model, ensuring that new outputs align perfectly with established brand guidelines or previous campaign visuals. The model's ability to handle both single-image generation and sequential, story-driven variations makes it a versatile powerhouse for creative workflows that demand both speed and precision. ## Use Cases - Rapid prototyping of campaign mood boards and visual concepts. - Generating consistent character variations across multiple scenes for storyboarding. - Transforming rough sketches or low-fidelity wireframes into high-resolution marketing assets. - Creating immersive, high-concept background imagery for digital advertising banners. - Producing diverse product photography variations from a single reference image. - Developing thematic visual assets for social media campaigns that require a cohesive aesthetic. - Iterative refinement of ad creative based on specific brand-aligned reference inputs. ## Parameters Seedream 5 Lite offers a suite of configuration options designed to provide granular control over your creative output. Please refer to the Input Parameters section in the Pixloop interface to adjust resolution, aspect ratio, and sequential generation modes to suit your specific project requirements. ## Tips for Best Results - Utilize the 'match_input_image' aspect ratio setting when working with existing brand assets to ensure seamless integration. - When using sequential_image_generation in 'auto' mode, provide a descriptive prompt that outlines the narrative arc to help the model maintain thematic continuity. - For high-fidelity output, leverage the 3K resolution setting, but keep in mind that 2K is often sufficient for standard digital ad placements and improves generation speed. - Use high-quality, clear reference images in the 'image_input' field to maximize the effectiveness of the model's example-based editing capabilities. - Keep your prompts focused on the conceptual 'mood' and 'intent' rather than just listing objects; the model's built-in reasoning is designed to interpret abstract creative goals. - If generating multiple variations, start with a smaller 'max_images' count to refine your prompt before scaling up to larger batches. ## About Seedream 5 Lite is provided by Bytedance and represents a significant advancement in the Seedream model lineage. Built with a focus on deep domain knowledge and intelligent reasoning, it is optimized for professional creative environments where precision and conceptual depth are paramount. The model runs on Cog version 0.16.12, ensuring compatibility with modern, high-performance AI infrastructure.
Model input reference derived from preset schema.
| Name | Type | Required | Default | Description |
|---|---|---|---|---|
| size | select | No | "2K" | Image resolution: 2K/3K/4K. |
| prompt | string | Yes | null | Text prompt for image generation |
| max_images | integer | No | 1 | Max images when sequential_image_generation='auto'. Input + generated cannot exceed 15. |
| image_input | image | No | [] | Input image(s) for image-to-image generation. Up to 14 reference images. |
| aspect_ratio | select | No | "match_input_image" | Aspect ratio hint (via size/prompt on BytePlus; not sent as a separate field). |
| output_format | select | No | "png" | Output image format. |
| sequential_image_generation | select | No | "disabled" | 'disabled' single image. 'auto' generates a related set (input + generated <= 15). |