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ByteDance · AI image generator

Use Seedream 2.5 with Picsart 2.0 Beta

Earlier Seedream image model useful for comparing prompt interpretation, style and editing progress across releases. See how it can support everyday design, AI image editing and social creative production.

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What Seedream 2.5 can do

CAPABILITY 01

Text-to-image generation

CAPABILITY 02

Prompt-driven visual styling

CAPABILITY 03

Reference-based iteration where available

CAPABILITY 04

Composition and lighting exploration

CAPABILITY 05

Benchmarking against newer Seedream releases

Accepted creative inputs

  • Prompt
  • Optional reference image

Good fits

  • Style studies
  • Historical model comparison
  • Rapid concepts
  • Source images for animation

Available routes

  • Availability varies; compare with Seedream 4.5 and 5

A practical way to start

  1. Define the deliverable, audience, aspect ratio, duration, and quality requirements.
  2. Prepare only the references that control identity, composition, movement, or audio.
  3. Generate a short first version and change one setting at a time.
  4. Compare prompt adherence, identity, geometry, motion stability, audio fit, and cost.
  5. Finish the selected result with human editing, factual checks, rights checks, captions, and channel-specific exports.

Limitations and responsible use

Model availability, endpoint names, duration, resolution, reference limits, and pricing can change. Longer clips and complicated reference sets can amplify identity drift, object deformation, flicker, or unwanted camera movement. Treat generated dialogue, text, and factual details as material that requires human verification.

Confirm current controls and commercial terms at the linked official provider before committing a production budget. Keep the original source assets, prompts, model version, permissions, and final approval together.

Official ByteDance source ↗

Related AI image generator models

Krea 2

Aesthetic image foundation model designed for expressive generation and creative control.

Qwen Image 3

Current Qwen image family for prompt-led generation, editing and visually precise iteration.

Seedream 5

High-quality text-to-image and multi-reference editing with flexible output sizing.

Seedream 4.5

Production image generation and editing model for detailed prompts and controlled visual revisions.

Browse the complete model directory → · Read the product guide → · Open the tutorial →