Seedream-4 Image Models
Seedream v4, a cutting-edge image generation model by ByteDance, redefines creative workflows by combining lightning-fast inference speeds with breathtaking 4K high-definition output. Beyond its raw performance, the model leverages advanced knowledge and reasoning to interpret complex prompts with precision, enabling seamless prompt-based editing and a vast spectrum of versatile artistic styles that make it the ultimate solution for professional design, content creation, and digital marketing.
探索领先模型
Atlas Cloud 为您提供最新的行业领先创意模型。
Seedream-4 Image Models 的核心亮点
Atlas Cloud 为您提供业界领先的最新创意模型。
图像合成
使用 Seedream v3–v4 模型根据文本提示词生成图像。
直接编辑
通过 Seedream v4/edit 端点优化图像。
序列编辑
Applies step-by-step changes with edit-sequential model.
顺序输出
通过顺序生成提供多步骤结果。
版本选项
提供 v3、v3.1 和 v4 变体，以满足不同需求。
图像输入
编辑模型可以将现有图像作为输入，并通过提示词（prompts）对其进行优化。
极速
最低成本
| 模态 | 描述 |
|---|---|
| Seedream v4 API(Text To Image) | Seedream v4 API 使开发者能够将文本描述转化为令人惊叹的高保真视觉效果。通过利用先进的扩散架构，它能生成单张具有复杂细节和艺术精度的高分辨率图像，非常适合快速概念艺术生成和优质数字资产制作。 |
| Seedream v4 Edit API(Image To Image) | 该API提供了对视觉变换的精细控制，允许开发人员通过文本引导修改或重构现有图像。它生成单个精致的输出，在保持原始结构完整性和新的创意方向之间取得平衡，专为专业照片修饰和迭代设计工作流而优化。 |
| Seedream v4 Sequential API(Text To Image) | Seedream v4 序列化 API 使创作者能够通过单个提示词或叙事序列生成包含 1 到 14 张图像的连贯系列。通过确保多帧之间严格的风格和角色一致性，它是快速制作故事板、角色设计图和主题视觉集合的首选解决方案。 |
| Seedream v4 Edit Sequential API(Image To Image) | 专为高级迭代工作流设计，此API处理参考图像以生成1到14个不同的变体或演变序列。通过在批处理中应用渐进式编辑和风格转换，它提供了一组通用的资产，专为逐帧动画关键帧和复杂的视觉叙事而优化。 |
Seedream-4 Image Models 新功能 + 展示
将先进模型与 Atlas Cloud 的 GPU 加速平台相结合，为图像和视频生成提供无与伦比的速度、可扩展性和创意控制。
使用 Seedream v4 API 进行深度知识与逻辑推理
Seedream v4 整合了海量语义数据集，能够以类人的推理能力和空间感知力解读复杂的提示词。通过理解错综复杂的文化细微差别和物理定律，该模型确保生成的每一个元素都在语境上准确无误且符合逻辑。它是视觉叙事、历史重现以及概念复杂的创意简报的终极解决方案。
使用 Seedream v4 API 进行基于提示词的精准编辑
Seedream v4 通过直观的文本指令实现对图像属性的精细控制，且不破坏原始构图。用户可以精确修改纹理、光照或特定主体，确保在多次迭代中保持像素级的完美一致性。这是快速视觉原型设计、专业商业修图和动态设计探索的终极解决方案。
使用 Seedream v4 API 实现无限艺术多样性
Seedream v4 提供庞大的美学表现库，涵盖从超写实电影摄影到前卫数字插画的各种风格。其自适应架构能够捕捉任何艺术媒介的灵魂，为任何视觉构想提供高保真纹理和地道的色彩分级。它是多样化品牌活动、沉浸式游戏资产和高端跨平台内容制作的终极解决方案。
使用 Seedream-4 Image Models 可以做什么
探索使用该模型家族可以构建的实际应用场景和工作流 — 从内容创作、自动化到生产级应用。
使用 Seedream v4 API 生成高端电商图像
Seedream v4 赋能品牌即时生成高质感产品视觉图，细腻渲染拉丝金属、粒面皮革或动态液体飞溅等复杂材质。凭借原生 4K 超高清输出，该模型保持了精致的光影过渡和景深控制。它是奢侈品营销和电商详情页的理想解决方案，无需物理布光即可实现影棚级效果。
使用 Seedream v4 API 进行快速创意构思
对于快节奏的创意代理商而言，Seedream v4 利用行业领先的推理速度，在几秒钟内将头脑风暴的想法转化为高保真的视觉草图。这种加速生成的流程显著缩短了从脚本到概念艺术的反馈循环，使其成为广告提案、社交媒体趋势以及任何周转速度与视觉效果同等重要的时效性营销活动的完美选择。
使用 Seedream v4 API 制作超高清大幅面打印图像
Seedream v4 生成的视觉内容即使放大用于户外广告牌、公交候车亭或实体画廊展示，也能保持令人惊叹的像素清晰度。从复杂的排版元素到宏大的全景细节，该模型确保每个纹理都能经得起近距离检视。这适用于任何需要为高端线下视觉媒体、大型海报和室内装饰提供绝不妥协的分辨率的场景。
模型对比
查看不同厂商的模型表现 — 对比性能、价格和独特优势，做出明智决策。
| 模型 | 参考图像限制 | 输出数量 | 分辨率 | 纵横比 |
|---|---|---|---|---|
| Seedream v4 | 10 | 1~14 | 1024P~4K+ | Width[1024, 4096]px; Height[1024, 4096]px |
| Seedream 4.5 | 10 | 1~15 | 1080P~4K+ | Width[1440, 4096]px; Height[1440, 4096]px |
| Seedream 5.0 Lite | 14 | 1~15 | 2K~4K+ | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
| Nano Banana 2 | 14 | 1 | 4K, 2K, 1K | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
| Qwen-Image | 3 | 1~6 | 512P~2K | Width[512, 2048]px; Height[512, 2048]px |
| Wan 2.6 I2I(Image To Image) | 4 | 1 | 580P~1080P+ | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 9:21 |
如何在 Atlas Cloud 上使用 Seedream-4 Image Models
几分钟即可上手 — 按照以下简单步骤，通过 Atlas Cloud 平台集成和部署模型。
创建 Atlas Cloud 账户
在 atlascloud.ai 注册并完成验证。新用户可获得免费额度，用于探索平台和测试模型。
为何在 Atlas Cloud 使用 Seedream-4 Image Models
将先进的 Seedream-4 Image Models 模型与 Atlas Cloud 的 GPU 加速平台相结合，提供无与伦比的性能、可扩展性和开发体验。
性能与灵活性
低延迟：
GPU 优化推理，实现实时响应。
统一 API：
一次集成，畅用 Seedream-4 Image Models、GPT、Gemini 和 DeepSeek。
透明定价：
按 Token 计费，支持 Serverless 模式。
企业与规模
开发者体验：
SDK、数据分析、微调工具和模板一应俱全。
可靠性：
99.99% 可用性、RBAC 权限控制、合规日志。
安全与合规：
SOC 2 Type II 认证、HIPAA 合规、美国数据主权。
关于 Seedream-4 Image Models 的常见问题
它支持最高 4K 超高清 (4096*4096) 输出，确保大幅面打印和高精度设计任务具有令人惊叹的细节。
Seedream v4 提供显著更快的推理速度和增强的逻辑推理能力，能够更精确地解读复杂提示词中的空间关系。
是的。Seedream v4 具备强大的基于提示词的编辑功能，允许用户通过简单的文本指令调整纹理、光照或特定主体。
探索更多系列
Nano Banana 2 Image Models
Nano Banana 2 (by Google), is a generative image model that perfectly balances lightning-fast rendering with exceptional visual quality. With an improved price-performance ratio, it achieves breakthrough micro-detail depiction, accurate native text rendering, and complex physical structure reconstruction. It serves as a highly efficient, commercial-grade visual production tool for developers, marketing teams, and content creators.
Seedream 5.0 Image Models
Seedream 5.0, developed by ByteDance’s Jimeng AI, is a high-performance AI image generation model that integrates real-time search with intelligent reasoning. Purpose-built for time-sensitive content and complex visual logic, it excels at professional infographics, architectural design, and UI assistance. By blending live web insights with creative precision, Seedream 5.0 empowers commercial branding and marketing with a seamless, logic-driven workflow that turns sophisticated data into stunning, high-fidelity visuals.
Seedance 2.0 Video Models
Seedance 2.0（by Bytedance） is a multimodal video generation model that redefines "controllable creation," moving beyond the limitations of text or start/end frames. It supports quad-modal inputs—text, image, video, and audio—and introduces an industry-leading "Universal Reference" system. By precisely replicating the composition, camera movement, and character actions from reference assets, Seedance 2.0 solves critical issues with character consistency and physical coherence, empowering creators to act as true "directors" with deep control over their output.
Kling 3.0 Video Models
Kuaishou’s flagship video generation suite, Kling 3.0, features two powerhouse models—Kling 3.0 (Upgraded from Kling 2.6) and Kling 3.0 Omni (Kling O3, Upgraded from Kling O1)—both offering high-fidelity native audio integration. While Kling 3.0 excels in intelligent cinematic storytelling, multilingual lip-syncing, and precision text rendering, Kling O3 sets a new standard for professional-grade subject consistency by supporting custom subjects and voice clones derived from video or image inputs. Together, these models provide a comprehensive solution tailored for cinematic narratives, global marketing campaigns, social media content, and digital skit production.
GLM LLM Models
GLM is a cutting-edge LLM series by Z.ai (Zhipu AI) featuring GLM-5, GLM-4.7, and GLM-4.6. Engineered for complex systems and long-horizon agentic tasks, GLM-5 outperforms top-tier closed-source models in elite benchmarks like Humanity’s Last Exam and BrowseComp. While GLM-4.7 specializes in reasoning, coding, and real-world intelligent agents, the entire GLM suite is fast, smart, and reliable, making it the ultimate tool for building websites, analyzing data, and delivering instant, high-quality answers for any professional workflow.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Vidu Video Models
Vidu, a joint innovation by Shengshu AI and Tsinghua University, is a high-performance video model powered by the original U-ViT architecture that blends Diffusion and Transformer technologies. It delivers long-form, highly consistent, and dynamic video content tailored for professional filmmaking, animation design, and creative advertising. By streamlining high-end visual production, Vidu empowers creators to transform complex ideas into cinematic reality with unprecedented efficiency.
Van Video Models
Built on the Wan 2.5 and 2.6 frameworks, Van Model is a flagship AI video series that delivers superior high-resolution outputs with unmatched creative freedom. By blending cinematic 3D VAE visuals with Flow Matching dynamics, it leverages proprietary compute distillation to offer ultra-fast inference speeds at a fraction of the cost, making it the premier engine for scalable, high-frequency video production on a budget.
MiniMax LLM Models
As a premier suite of Large Language Models (LLMs) developed by MiniMax AI, MiniMax is engineered to redefine real-world productivity through cutting-edge artificial intelligence. The ecosystem features MiniMax M2.5, which is purpose-built for high-efficiency professional environments, and MiniMax M2.1, a model that offers significantly enhanced multi-language programming capabilities to master complex, large-scale technical tasks. By achieving SOTA performance in coding, agentic tool use, intelligent search, and office workflow automation, MiniMax empowers users to streamline a wide range of economically valuable operations with unparalleled precision and reliability.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
Veo3.1 Video Models
Google DeepMind’s Veo 3.1 represents a paradigm shift in AI video generation, empowering creators with director-level narrative control and cinematic-grade audio quality that seamlessly integrates with its enhanced visual realism. By bridging the gap between imaginative concepts and photorealistic execution, this advanced model offers a transformative solution for a wide range of application scenarios, from professional filmmaking and high-end advertising to immersive digital content creation.
Sora-2 Video Models
OpenAI’s Sora 2 is a groundbreaking video generation model that redefines digital realism through enhanced physical accuracy and precise creative control. By introducing seamless audio-video synchronization, Sora 2 transitions AI-generated video from experimental concepts into a truly practical production tool for the modern creator. Whether crafting high-impact e-commerce advertisements, engaging social media content, or cinematic sequences for filmmaking, Sora 2 provides a robust and reliable engine that streamlines high-quality visual storytelling for professional workflows.
Nano Banana 2 Image Models
Nano Banana 2 (by Google), is a generative image model that perfectly balances lightning-fast rendering with exceptional visual quality. With an improved price-performance ratio, it achieves breakthrough micro-detail depiction, accurate native text rendering, and complex physical structure reconstruction. It serves as a highly efficient, commercial-grade visual production tool for developers, marketing teams, and content creators.
Seedream 5.0 Image Models
Seedream 5.0, developed by ByteDance’s Jimeng AI, is a high-performance AI image generation model that integrates real-time search with intelligent reasoning. Purpose-built for time-sensitive content and complex visual logic, it excels at professional infographics, architectural design, and UI assistance. By blending live web insights with creative precision, Seedream 5.0 empowers commercial branding and marketing with a seamless, logic-driven workflow that turns sophisticated data into stunning, high-fidelity visuals.
Seedance 2.0 Video Models
Seedance 2.0（by Bytedance） is a multimodal video generation model that redefines "controllable creation," moving beyond the limitations of text or start/end frames. It supports quad-modal inputs—text, image, video, and audio—and introduces an industry-leading "Universal Reference" system. By precisely replicating the composition, camera movement, and character actions from reference assets, Seedance 2.0 solves critical issues with character consistency and physical coherence, empowering creators to act as true "directors" with deep control over their output.
Kling 3.0 Video Models
Kuaishou’s flagship video generation suite, Kling 3.0, features two powerhouse models—Kling 3.0 (Upgraded from Kling 2.6) and Kling 3.0 Omni (Kling O3, Upgraded from Kling O1)—both offering high-fidelity native audio integration. While Kling 3.0 excels in intelligent cinematic storytelling, multilingual lip-syncing, and precision text rendering, Kling O3 sets a new standard for professional-grade subject consistency by supporting custom subjects and voice clones derived from video or image inputs. Together, these models provide a comprehensive solution tailored for cinematic narratives, global marketing campaigns, social media content, and digital skit production.
GLM LLM Models
GLM is a cutting-edge LLM series by Z.ai (Zhipu AI) featuring GLM-5, GLM-4.7, and GLM-4.6. Engineered for complex systems and long-horizon agentic tasks, GLM-5 outperforms top-tier closed-source models in elite benchmarks like Humanity’s Last Exam and BrowseComp. While GLM-4.7 specializes in reasoning, coding, and real-world intelligent agents, the entire GLM suite is fast, smart, and reliable, making it the ultimate tool for building websites, analyzing data, and delivering instant, high-quality answers for any professional workflow.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Vidu Video Models
Vidu, a joint innovation by Shengshu AI and Tsinghua University, is a high-performance video model powered by the original U-ViT architecture that blends Diffusion and Transformer technologies. It delivers long-form, highly consistent, and dynamic video content tailored for professional filmmaking, animation design, and creative advertising. By streamlining high-end visual production, Vidu empowers creators to transform complex ideas into cinematic reality with unprecedented efficiency.
Van Video Models
Built on the Wan 2.5 and 2.6 frameworks, Van Model is a flagship AI video series that delivers superior high-resolution outputs with unmatched creative freedom. By blending cinematic 3D VAE visuals with Flow Matching dynamics, it leverages proprietary compute distillation to offer ultra-fast inference speeds at a fraction of the cost, making it the premier engine for scalable, high-frequency video production on a budget.
MiniMax LLM Models
As a premier suite of Large Language Models (LLMs) developed by MiniMax AI, MiniMax is engineered to redefine real-world productivity through cutting-edge artificial intelligence. The ecosystem features MiniMax M2.5, which is purpose-built for high-efficiency professional environments, and MiniMax M2.1, a model that offers significantly enhanced multi-language programming capabilities to master complex, large-scale technical tasks. By achieving SOTA performance in coding, agentic tool use, intelligent search, and office workflow automation, MiniMax empowers users to streamline a wide range of economically valuable operations with unparalleled precision and reliability.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
Veo3.1 Video Models
Google DeepMind’s Veo 3.1 represents a paradigm shift in AI video generation, empowering creators with director-level narrative control and cinematic-grade audio quality that seamlessly integrates with its enhanced visual realism. By bridging the gap between imaginative concepts and photorealistic execution, this advanced model offers a transformative solution for a wide range of application scenarios, from professional filmmaking and high-end advertising to immersive digital content creation.
Sora-2 Video Models
OpenAI’s Sora 2 is a groundbreaking video generation model that redefines digital realism through enhanced physical accuracy and precise creative control. By introducing seamless audio-video synchronization, Sora 2 transitions AI-generated video from experimental concepts into a truly practical production tool for the modern creator. Whether crafting high-impact e-commerce advertisements, engaging social media content, or cinematic sequences for filmmaking, Sora 2 provides a robust and reliable engine that streamlines high-quality visual storytelling for professional workflows.
