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bytedance/seedream-v4/edit-sequential
Seedream v4 Edit Sequential
画像から画像

Seedream v4 Edit Sequential API by ByteDance

bytedance/seedream-v4/edit-sequential
Edit-sequential

Open and Advanced Large-Scale Image Generative Models.

Seedream 4.0 - ByteDance のオールインワン・ビジュアル創作モデル

新発表

Doubao 最新世代の画像創作エンジン

Seedream 4.0 は ByteDance 最新世代の画像創作モデルで、「生成と編集の一体化」を実現するプロフェッショナルツールです。同一モデルでテキストから画像生成、画像編集、マルチ画像生成に対応し、インスピレーションから実現までの創作プロセスをより効率的かつコントロール可能にします。

モデルのハイライト

精密指示編集、高特徴保存、深度意図理解、マルチ画像入出力、超高解像度の5つのコア機能を搭載。多彩なクリエイティブシーンに対応し、あらゆるインスピレーションを瞬時に高品質で具現化します。

精密指示編集

日常的な言葉でニーズを伝えるだけで、追加・削除・変更・置換を正確に実行。商業デザイン、アート制作、エンターテインメントなど幅広い分野に対応します。

高特徴保存

キャラクター一貫性:異なる制作スタイル(イラスト/3D/写真)でもキャラクターの特徴を高精度に維持し、常にコントロール可能な制作を実現
シーン保存:元画像のディテールを最大限に保持。編集後の「AIオイリー感」を気にすることなく、ロスレス編集を実現

深度意図理解

ナレッジアップグレード:エキスパートレベルのナレッジベースで、テキスト理解能力をさらに高みへ
インスピレーションの具現化:抽象から具体へ、「自由奔放な」インスピレーションをリアルに変換
予測推論:より強力な推論能力で時空を超えた予測をシミュレートし、見えないものを可視化
アダプティブ比率:有効にすると、画像に最適なアスペクト比を自動的にマッチング

マルチ画像入出力

複数の画像を一度に入力し、組み合わせ・移行・置換・派生などの複雑な編集操作をサポート。高難易度の合成を実現します。

超高解像度

解像度をさらにアップグレード。プロフェッショナルグレードの画質を実現する超高解像度出力に対応します。

活用シーン

🎨
商業デザイン
🖼️
アート制作
📸
写真編集
🎮
ゲームアセット
👤
キャラクターデザイン
🏗️
建築ビジュアライゼーション
📱
ソーシャルメディア
🎬
映画・アニメーション

Prompt Examples & Creative Templates

Discover the power of Seedream 4.0 with these carefully crafted prompt examples. Each template showcases specific capabilities and helps you achieve professional results.

Perspective & Composition Control
Precision Editing

Perspective & Composition Control

Transform camera angles, adjust scene distance, and modify aspect ratios with precision
Prompt Template

Change the camera angle from eye-level to bird's-eye view, adjust the scene from close-up to medium shot, and convert the image aspect ratio to 16:9. Maintain all original elements and lighting while adapting the composition for the new perspective and format.

Mathematical Whiteboard Creation
Text & Formula Generation

Mathematical Whiteboard Creation

Generate clean whiteboard with precise mathematical formulas and equations
Prompt Template

Create a clean white whiteboard with the following mathematical equations written in clear, professional handwriting: E=mc², √(9)=3, and the quadratic formula (-b±√(b²-4ac))/2a. Use black or dark blue marker style, with proper spacing and mathematical notation.

Sketch to Reality Transformation
Deep Intent Understanding

Sketch to Reality Transformation

Transform rough sketches into detailed realistic objects - bringing wild imagination to life
Prompt Template

Based on this rough sketch, generate a vintage television set from the 1950s-60s era. Transform the abstract lines and shapes into a realistic, detailed old-style TV with wooden cabinet, rounded screen, control knobs, and period-appropriate design elements. Make the vague concept concrete and lifelike.

Lossless Detail Enhancement
High Feature Preservation

Lossless Detail Enhancement

Maximize original image detail retention, avoiding AI-generated artifacts for truly lossless editing
Prompt Template

Enhance this image while maximizing the preservation of original details. Avoid any AI-generated 'plastic' or 'oily' artifacts. Maintain authentic textures, natural lighting, and original image characteristics. Focus on clean, lossless enhancement that respects the source material's integrity.

Creative Font Styling
Text Transformation

Creative Font Styling

Transform plain text into artistic, creative typography while maintaining readability
Prompt Template

Transform all the text in this image into creative, artistic fonts. Replace the standard typography with stylized lettering that matches the image's aesthetic - use decorative fonts, calligraphy styles, or artistic text treatments. Maintain the same text content and layout while making the typography more visually appealing and creative.

コア機能

生成
テキストから画像を生成

高度なテキスト理解と画像生成能力により、あらゆる芸術スタイルやプロフェッショナルなニーズに対応。コンセプトから完成品までワンステップで実現します。

編集
インテリジェント画像編集

自然言語ベースの編集コマンドにより、オブジェクトの追加/削除、スタイル転送、背景置換など複雑な編集操作をサポート。

合成
マルチ画像合成

革新的なマルチ画像入力機能により、複雑な画像合成、スタイル移行、クリエイティブな組み合わせを、これまでにないコントロール性で実現します。

なぜ Seedream 4.0 を選ぶのか?

🚀
オールインワンソリューション
単一モデルで生成・編集・合成を処理 - 異なるツールを切り替える必要がありません
🎯
プロフェッショナル品質
すべての細部を精密にコントロールする商業グレードの出力品質
🔄
一貫したスタイル
複数の生成や編集にわたってキャラクターとスタイルの一貫性を維持

技術仕様

モデルアーキテクチャ:ByteDance Doubao AI Powered
コア機能:生成 + 編集統合
解像度サポート:超高解像度出力
入力サポート:テキスト、単一/複数画像
出力フォーマット:PNG、JPEG、WebP
API 統合:SDK サポート付き RESTful API

Seedream 4.0 のパワフルな機能を体験

世界中のクリエイターの仲間入りをして、ByteDance 最先端の統合型画像 AI モデルでビジュアルコンテンツ制作を革新しましょう。

プロフェッショナルツール
圧倒的な高速処理
🌐オールインワンプラットフォーム

Seedream 4: A next-generation multimodal image generation system developed by ByteDance Seed

Model Card Overview

FieldDescription
Model NameSeedream 4
Developed byByteDance Seed Team
Release DateSeptember 9, 2025
Model TypeMultimodal Image Generation
Related LinksOfficial Website, Technical Report (arXiv), GitHub Organization (ByteDance-Seed)

Introduction

Seedream 4 is a powerful, efficient, and high-performance multimodal image generation system that unifies text-to-image (T2I) synthesis, image editing, and multi-image composition within a single, integrated framework. Engineered for scalability and efficiency, the model introduces a novel diffusion transformer (DiT) architecture combined with a powerful Variational Autoencoder (VAE). This design enables the fast generation of native high-resolution images up to 4K, while significantly reducing computational requirements compared to its predecessors.

The primary goal of Seedream 4 is to extend traditional T2I systems into a more interactive and multidimensional creative tool. It is designed to handle complex tasks involving precise image editing, in-context reasoning, and multi-image referencing, pushing the boundaries of generative AI for both creative and professional applications.

Key Features & Innovations

Seedream 4 introduces several key advancements in image generation technology:

  • Unified Multimodal Architecture: It integrates T2I generation, image editing, and multi-image composition into a single model, allowing for seamless transitions between different creative workflows.
  • Efficient and Scalable Design: The model features a highly efficient DiT backbone and a high-compression VAE, achieving over 10x inference acceleration compared to Seedream 3.0 while delivering superior performance. This architecture is hardware-friendly and easily scalable.
  • Ultra-Fast, High-Resolution Output: Seedream 4 can generate native high-resolution images (from 1K to 4K) in as little as 1.4 to 1.8 seconds for a 2K image, greatly enhancing user interaction and production efficiency.
  • Advanced Multimodal Capabilities: The model excels at complex tasks such as precise, instruction-based image editing, in-context reasoning, and generating new images by blending elements from multiple reference images.
  • Professional and Knowledge-Based Content Generation: Beyond artistic imagery, Seedream 4 can generate structured and knowledge-based content, including charts, mathematical formulas, and professional design materials, bridging the gap between creative expression and practical application.
  • Advanced Training and Acceleration: The model is pre-trained on billions of text-image pairs and utilizes a multi-stage post-training process (CT, SFT, RLHF) to enhance its capabilities. Inference is accelerated through a combination of adversarial distillation, quantization, and speculative decoding.

Model Architecture & Technical Details

Seedream 4's architecture is a significant leap forward, focusing on efficiency and power. The core components are a diffusion transformer (DiT) and a Variational Autoencoder (VAE).

  • Pre-training Data: Billions of text-image pairs, including a specialized pipeline for knowledge-related data like instructional images and formulas.
  • Training Strategy: A multi-stage approach, starting at a 512x512 resolution and fine-tuning at higher resolutions up to 4K.
  • Post-training: A joint multi-task process involving Continuing Training (CT), Supervised Fine-Tuning (SFT), and Reinforcement Learning from Human Feedback (RLHF) to enhance instruction following and alignment.
  • Inference Acceleration: A holistic system combining an adversarial learning framework, hardware-aware quantization (adaptive 4/8-bit), and speculative decoding.

Intended Use & Applications

Seedream 4 is designed for a wide range of creative and professional applications, moving beyond simple image generation to become a comprehensive visual content creation tool.

  • Creative Content Generation: Creating high-quality, artistic images, illustrations, and concept art from text prompts.
  • Advanced Image Editing: Performing complex edits on existing images using natural language instructions, such as adding or removing objects, changing styles, and modifying backgrounds.
  • Design and Marketing: Generating professional design materials, product mockups, and marketing visuals with precise control over text and branding elements.
  • Educational and Technical Content: Creating structured, knowledge-based visuals like diagrams, charts, and mathematical formulas for educational or technical documentation.
  • Multi-Image Composition: Blending elements from multiple source images to create new compositions, such as virtual try-ons for fashion or combining characters with new scenes.

Performance

Seedream 4 has demonstrated state-of-the-art performance on both internal and public benchmarks as of September 18, often outperforming other leading models in text-to-image and image editing tasks.

MagicBench (Internal Benchmark)

TaskPerformance Summary
Text-to-ImageAchieved high scores in prompt following, aesthetics, and text-rendering.
Single-Image EditingShowed a good balance between prompt following and alignment with the source image.

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