Seedream4 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.
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Ce Qui Distingue Seedream4 Models
Atlas Cloud vous fournit les derniers modèles créatifs de pointe du secteur.
Synthèse d'image
Génère des images à partir de prompts textuels à l'aide des modèles Seedream v3–v4.
Modifications directes
Affine les images via le point de terminaison Seedream v4/edit.
Éditions séquentielles
Applies step-by-step changes with edit-sequential model.
Sortie séquentielle
Produit des résultats en plusieurs étapes grâce à la génération séquentielle.
Options de version
Propose des variantes v3, v3.1 et v4 pour répondre à différents besoins.
Entrées d'images
Les modèles d'édition peuvent prendre une image existante comme entrée et l'affiner à l'aide de prompts.
Vitesse de pointe
Coût le plus bas
| Modalité | Description |
|---|---|
| Seedream v4 API(Text To Image) | L'API Seedream v4 permet aux développeurs de convertir des descriptions textuelles en visuels époustouflants de haute fidélité. En tirant parti d'une architecture de diffusion avancée, elle génère une image unique en haute résolution caractérisée par des détails complexes et une précision artistique, idéale pour la génération rapide de concept art et d'actifs numériques premium. |
| Seedream v4 Edit API(Image To Image) | Cette API offre un contrôle granulaire sur la transformation visuelle, permettant aux développeurs de modifier ou de réimaginer des images existantes grâce à un guidage textuel. Elle produit une sortie unique et raffinée qui équilibre l'intégrité structurelle d'origine avec de nouvelles directions créatives, optimisée pour la retouche photo professionnelle et les flux de travail de conception itératifs. |
| Seedream v4 Sequential API(Text To Image) | L'API Séquentielle Seedream v4 permet aux créateurs de générer une série cohérente de 1 à 14 images à partir d'un seul prompt ou d'une séquence narrative. En assurant une continuité stylistique et une cohérence des personnages strictes sur plusieurs images, c'est la solution idéale pour le storyboarding rapide, les fiches de conception de personnages et les collections visuelles thématiques. |
| Seedream v4 Edit Sequential API(Image To Image) | Conçue pour les flux de travail itératifs avancés, cette API traite les images de référence pour générer une séquence de 1 à 14 variations ou évolutions distinctes. En appliquant des modifications progressives et des changements stylistiques sur l'ensemble du lot, elle fournit un ensemble polyvalent d'actifs optimisés pour les clés d'animation image par image et la narration visuelle complexe. |
Nouvelles fonctionnalités de Seedream4 Models + Showcase
La combinaison de modèles avancés avec la plateforme accélérée par GPU d'Atlas Cloud offre une vitesse, une évolutivité et un contrôle créatif inégalés pour la génération d'images et de vidéos.
Connaissances approfondies et raisonnement logique via l'API Seedream v4
Seedream v4 intègre de vastes ensembles de données sémantiques pour interpréter des prompts complexes avec un raisonnement quasi-humain et une conscience spatiale. En comprenant les nuances culturelles complexes et les lois physiques, le modèle garantit que chaque élément généré est contextuellement précis et logiquement fondé. C'est la solution ultime pour la narration visuelle, la reconstruction historique et les briefs créatifs conceptuellement complexes.
Édition de précision basée sur les prompts avec Seedream v4 API
Seedream v4 permet un contrôle granulaire des attributs de l'image grâce à des commandes textuelles intuitives sans compromettre la composition originale. Les utilisateurs peuvent modifier avec précision les textures, l'éclairage ou des sujets spécifiques, garantissant une cohérence au pixel près à travers de multiples itérations. C'est la solution ultime pour le prototypage visuel rapide, la retouche commerciale professionnelle et l'exploration dynamique du design.
Polyvalence artistique infinie avec Seedream v4 API
Seedream v4 offre une vaste bibliothèque d'expressions esthétiques, allant de la cinématographie hyperréaliste aux illustrations numériques d'avant-garde. Son architecture adaptative capture l'âme de tout support artistique, offrant des textures haute fidélité et un étalonnage des couleurs authentique pour toute vision. C'est la solution ultime pour diverses campagnes de marque, des ressources de jeux immersifs et la production de contenu multiplateforme haut de gamme.
Ce Que Vous Pouvez Faire avec Seedream4 Models
Découvrez les cas d'usage pratiques et les workflows que vous pouvez créer avec cette famille de modèles — de la création de contenu et l'automatisation aux applications de niveau production.
Imagerie e-commerce haut de gamme avec l'API Seedream v4
Seedream v4 permet aux marques de générer instantanément des visuels de produits à haute texture, en rendant méticuleusement des matériaux complexes comme le métal brossé, le cuir grainé ou les éclaboussures de liquide dynamiques. Avec une sortie native en ultra-haute définition 4K, le modèle maintient des transitions ombre-lumière exquises et un contrôle de la profondeur de champ. C'est la solution idéale pour le marketing de luxe et les pages de détails e-commerce, obtenant des résultats de qualité studio sans installations d'éclairage physique.
Conception créative rapide via l'API Seedream v4
Pour les agences créatives au rythme effréné, Seedream v4 exploite des vitesses d'inférence de pointe pour transformer les idées issues de brainstormings en ébauches visuelles haute fidélité en quelques secondes. Cette génération accélérée raccourcit considérablement la boucle de rétroaction, du script au concept art, ce qui en fait l'outil idéal pour les pitchs publicitaires, les tendances des médias sociaux et toute campagne marketing urgente où la vitesse d'exécution est aussi critique que l'impact visuel.
Visuels d'impression grand format Ultra-HD avec l'API Seedream v4
Les visuels générés par Seedream v4 conservent une clarté de pixel époustouflante, même lorsqu'ils sont mis à l'échelle pour des panneaux d'affichage extérieurs, des abribus ou des expositions physiques en galerie. Des éléments typographiques complexes aux vastes détails panoramiques, le modèle garantit que chaque texture résiste à une inspection minutieuse. Cela convient à tout scénario nécessitant une résolution sans compromis pour les médias visuels hors ligne haut de gamme, les affiches à grande échelle et la décoration intérieure.
Comparaison des Modèles
Découvrez comment les modèles de différents fournisseurs se comparent — performance, tarification et atouts uniques pour une décision éclairée.
| Modèle | Limite d'images de référence | Nombre de sorties | Résolution | Ratio d'aspect |
|---|---|---|---|---|
| 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 |
How to Use Seedream4 Models on Atlas Cloud
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Pourquoi Utiliser Seedream4 Models sur Atlas Cloud
Combiner les modèles Seedream4 Models avancés avec la plateforme accélérée par GPU d'Atlas Cloud offre des performances, une évolutivité et une expérience développeur inégalées.
Performance et Flexibilité
Faible Latence :
Inférence optimisée par GPU pour un raisonnement en temps réel.
API Unifiée :
Exécutez Seedream4 Models, GPT, Gemini et DeepSeek avec une seule intégration.
Tarification Transparente :
Facturation prévisible par token avec options serverless.
Entreprise et Échelle
Expérience Développeur :
SDK, analytiques, outils de fine-tuning et modèles.
Fiabilité :
99,99% de disponibilité, RBAC et journalisation conforme.
Sécurité et Conformité :
SOC 2 Type II, alignement HIPAA, souveraineté des données aux États-Unis.
Questions Fréquentes sur Seedream4 Models
Il prend en charge une sortie jusqu'à 4K ultra-HD (4096*4096), garantissant des détails époustouflants pour l'impression grand format et les tâches de conception de haute précision.
Seedream v4 offre des vitesses d'inférence considérablement plus rapides et un raisonnement logique amélioré, permettant une interprétation plus précise des relations spatiales dans des prompts complexes.
Oui. Seedream v4 intègre de puissantes fonctionnalités d'édition basées sur des prompts, permettant aux utilisateurs d'ajuster les textures, l'éclairage ou des sujets spécifiques via de simples commandes textuelles.
Explorer Plus de Familles
Seedance 2.0 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.
GPT Image 2 Models
GPT Image 2 is a state-of-the-art multimodal foundation model engineered for exceptional text-to-image generation with unprecedented photorealism and creative versatility. Developed by OpenAI as the evolution of the DALL-E lineage, it transforms detailed natural language descriptions into hyper-realistic imagery at up to 4K resolution. With proprietary "Neural Rendering Engine" technology for precise visual control, GPT Image 2 delivers studio-quality results with accurate anatomy, lighting, and composition—making it the premier AI tool for professional creators, enterprises, and developers demanding production-ready visual assets.
Wan2.7 Models
Launching this March, Wan2.7 is the latest powerhouse in the Qwen ecosystem, delivering a massive upgrade in visual fidelity, audio synchronization, and motion consistency over version 2.6. This all-in-one AI video generator supports advanced features like first-and-last frame control, 3x3 grid synthesis, and instruction-based video editing. Outperforming competitors like Jimeng, Wan2.7 offers superior flexibility with support for real-person image inputs, up to five video references, and 1080P high-definition outputs spanning 2 to 15 seconds, making it the premier choice for professional digital storytelling and high-end content marketing.
Veo3.1 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.
ERNIE Image Models
ERNIE-Image is an open-weight text-to-image model developed by the ERNIE-Image Team at Baidu, built on a single-stream Diffusion Transformer (DiT) with 8B parameters and paired with a lightweight Prompt Enhancer that rewrites short prompts into richer, more structured descriptions before passing them to the diffusion backbone. NYU Shanghai RITS Released on April 15, 2026 under the Apache 2.0 license, it transforms natural language descriptions into detailed imagery with particular strength in text rendering and structured layout generation. ERNIE-Image is designed not only for strong visual quality, but for controllability in practical generation scenarios where accurate content realization matters as much as aesthetics — making it well-suited for commercial posters, comics, multi-panel layouts, and other content creation tasks that require both visual quality and precise control.
Happy Horse 1.0
HappyHorse-1.0 is a unified multimodal AI video generation model that climbed to the top of the Artificial Analysis Video Arena blind-test leaderboard for both text-to-video and image-to-video generation. CNBC Alibaba Group confirmed ownership of HappyHorse, developed under its Alibaba Token Hub (ATH) business unit, where it leads benchmarks outperforming ByteDance's Seedance 2.0 and others. Caixin Global Led by Zhang Di — the former VP of Kuaishou who architected Kling AI — the 15-billion parameter model generates 1080p video with synchronized audio in a single pass using a unified transformer architecture that bypasses the multi-stage pipelines used by every major competitor.
GPT Image Models
The GPT Image Family is OpenAI's latest suite of multimodal image generation and editing models, built on the powerful GPT architecture. This family includes three tiers — GPT Image-1, GPT Image-1.5, and GPT Image-1 Mini — each available in both Text-to-Image and Image-to-Image variants. Combining GPT's world-class language understanding with DALL·E-class visual synthesis, these models deliver exceptional prompt adherence, photorealistic rendering, and creative versatility across illustration, photography, design, and visualization tasks. The series offers flexible pricing and quality tiers to match any workflow — from rapid prototyping and high-volume content production to professional-grade final deliverables. Whether you need ultra-fast iterations at minimal cost or maximum quality for brand campaigns, the GPT Image Family has a solution tailored to your needs.
Nano Banana2 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.
Seedream5.0 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.
Kling3.0 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.
Seedance 2.0 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.
GPT Image 2 Models
GPT Image 2 is a state-of-the-art multimodal foundation model engineered for exceptional text-to-image generation with unprecedented photorealism and creative versatility. Developed by OpenAI as the evolution of the DALL-E lineage, it transforms detailed natural language descriptions into hyper-realistic imagery at up to 4K resolution. With proprietary "Neural Rendering Engine" technology for precise visual control, GPT Image 2 delivers studio-quality results with accurate anatomy, lighting, and composition—making it the premier AI tool for professional creators, enterprises, and developers demanding production-ready visual assets.
Wan2.7 Models
Launching this March, Wan2.7 is the latest powerhouse in the Qwen ecosystem, delivering a massive upgrade in visual fidelity, audio synchronization, and motion consistency over version 2.6. This all-in-one AI video generator supports advanced features like first-and-last frame control, 3x3 grid synthesis, and instruction-based video editing. Outperforming competitors like Jimeng, Wan2.7 offers superior flexibility with support for real-person image inputs, up to five video references, and 1080P high-definition outputs spanning 2 to 15 seconds, making it the premier choice for professional digital storytelling and high-end content marketing.
Veo3.1 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.
ERNIE Image Models
ERNIE-Image is an open-weight text-to-image model developed by the ERNIE-Image Team at Baidu, built on a single-stream Diffusion Transformer (DiT) with 8B parameters and paired with a lightweight Prompt Enhancer that rewrites short prompts into richer, more structured descriptions before passing them to the diffusion backbone. NYU Shanghai RITS Released on April 15, 2026 under the Apache 2.0 license, it transforms natural language descriptions into detailed imagery with particular strength in text rendering and structured layout generation. ERNIE-Image is designed not only for strong visual quality, but for controllability in practical generation scenarios where accurate content realization matters as much as aesthetics — making it well-suited for commercial posters, comics, multi-panel layouts, and other content creation tasks that require both visual quality and precise control.
Happy Horse 1.0
HappyHorse-1.0 is a unified multimodal AI video generation model that climbed to the top of the Artificial Analysis Video Arena blind-test leaderboard for both text-to-video and image-to-video generation. CNBC Alibaba Group confirmed ownership of HappyHorse, developed under its Alibaba Token Hub (ATH) business unit, where it leads benchmarks outperforming ByteDance's Seedance 2.0 and others. Caixin Global Led by Zhang Di — the former VP of Kuaishou who architected Kling AI — the 15-billion parameter model generates 1080p video with synchronized audio in a single pass using a unified transformer architecture that bypasses the multi-stage pipelines used by every major competitor.
GPT Image Models
The GPT Image Family is OpenAI's latest suite of multimodal image generation and editing models, built on the powerful GPT architecture. This family includes three tiers — GPT Image-1, GPT Image-1.5, and GPT Image-1 Mini — each available in both Text-to-Image and Image-to-Image variants. Combining GPT's world-class language understanding with DALL·E-class visual synthesis, these models deliver exceptional prompt adherence, photorealistic rendering, and creative versatility across illustration, photography, design, and visualization tasks. The series offers flexible pricing and quality tiers to match any workflow — from rapid prototyping and high-volume content production to professional-grade final deliverables. Whether you need ultra-fast iterations at minimal cost or maximum quality for brand campaigns, the GPT Image Family has a solution tailored to your needs.
Nano Banana2 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.
Seedream5.0 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.
Kling3.0 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.
