Wan2.2 Media Models
Wan 2.2 introduces a Mixture-of-Experts (MoE) architecture that enables greater capacity and finer motion control without higher inference cost, supporting both text-to-video and image-to-video generation with high visual fidelity, smooth motion, and cinematic realism optimized for real-world GPU deployment.
探索领先模型
Wan-2.2 Animate
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 5b 720p Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 5b 720p Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 480p Lora Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 720p Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 720p Lora Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 480p Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 480p Lora Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Video Extend
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Video Extend Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Image-to-video
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Image-to-video Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 480p Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 5b 720p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 5b 720p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 480p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 720p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 480p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 720p
Open and Advanced Large-Scale Video Generative Models.
核心亮点 - Wan2.2 Media Models
End-to-End Visual Generation
Create and transform images and videos from text, images, or existing clips in one unified model suite.
High-Fidelity Output
Maintain photorealistic detail across edits and animation.
Animate Images Naturally
Turn a single photo into smooth, coherent video with realistic motion and timing.
Creative Control
Edit with prompts, sketches, or styles at object level.
Multilingual Prompts
Understand English, Chinese, and more equally well.
Production Ready
Fast, cost-efficient, and API-ready for scale.
应用场景 - Wan2.2 Media Models
Generate realistic and cinematic videos directly from text or image prompts using Wan 2.2’s Mixture-of-Experts diffusion architecture.
Animate a still image into smooth, coherent video motion with strong temporal stability and expressive detail.
Transform input scenes or frames by changing style, lighting, or composition while preserving structure and motion consistency.
Produce high-quality videos efficiently with optimized inference and improved motion control compared to Wan 2.1.
Integrate Wan 2.2 models into creative, research, or production pipelines for controllable t2v and i2v generation.
为何在 Atlas Cloud 使用 Wan2.2 Media Models
将先进的 Wan2.2 Media 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。
Reality in motion. Powered by Atlas Cloud, Wan 2.2 brings life, light, and emotion into every frame with natural precision.
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 Wan2.2 Media 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。
探索更多系列
Z.ai LLM Models
The Z.ai LLM family pairs strong language understanding and reasoning with efficient inference to keep costs low, offering flexible deployment and tooling that make it easy to customize and scale advanced AI across real-world products.
Seedance 1.5 Video Models
Seedance is ByteDance’s family of video generation models, built for speed, realism, and scale. Its AI analyzes motion, setting, and timing to generate matching ambient sounds, then adds creative depth through spatial audio and atmosphere, making each video feel natural, immersive, and story-driven.
Moonshot LLM Models
The Moonshot LLM family delivers cutting-edge performance on real-world tasks, combining strong reasoning with ultra-long context to power complex assistants, coding, and analytical workflows, making advanced AI easier to deploy in production products and services.
Wan2.6 Video Models
Wan 2.6 is Alibaba’s state-of-the-art multimodal video generation model, capable of producing high-fidelity, audio-synchronized videos from text or images. Wan 2.6 will let you create videos of up to 15 seconds, ensuring narrative flow and visual integrity. It is perfect for creating YouTube Shorts, Instagram Reels, Facebook clips, and TikTok videos.
Flux.2 Image Models
The Flux.2 Series is a comprehensive family of AI image generation models. Across the lineup, Flux supports text-to-image, image-to-image, reconstruction, contextual reasoning, and high-speed creative workflows.
Nano Banana Image Models
Nano Banana is a fast, lightweight image generation model for playful, vibrant visuals. Optimized for speed and accessibility, it creates high-quality images with smooth shapes, bold colors, and clear compositions—perfect for mascots, stickers, icons, social posts, and fun branding.
Image and Video Tools
Open, advanced large-scale image generative models that power high-fidelity creation and editing with modular APIs, reproducible training, built-in safety guardrails, and elastic, production-grade inference at scale.
Ltx-2 Video Models
LTX-2 is a complete AI creative engine. Built for real production workflows, it delivers synchronized audio and video generation, 4K video at 48 fps, multiple performance modes, and radical efficiency, all with the openness and accessibility of running on consumer-grade GPUs.
Qwen Image Models
Qwen-Image is Alibaba’s open image generation model family. Built on advanced diffusion and Mixture-of-Experts design, it delivers cinematic quality, controllable styles, and efficient scaling, empowering developers and enterprises to create high-fidelity media with ease.
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.
Hailuo Video Models
MiniMax Hailuo video models deliver text-to-video and image-to-video at native 1080p (Pro) and 768p (Standard), with strong instruction following and realistic, physics-aware motion.
Wan2.5 Video Models
Wan 2.5 is Alibaba’s state-of-the-art multimodal video generation model, capable of producing high-fidelity, audio-synchronized videos from text or images. It delivers realistic motion, natural lighting, and strong prompt alignment across 480p to 1080p outputs—ideal for creative and production-grade workflows.
Z.ai LLM Models
The Z.ai LLM family pairs strong language understanding and reasoning with efficient inference to keep costs low, offering flexible deployment and tooling that make it easy to customize and scale advanced AI across real-world products.
Seedance 1.5 Video Models
Seedance is ByteDance’s family of video generation models, built for speed, realism, and scale. Its AI analyzes motion, setting, and timing to generate matching ambient sounds, then adds creative depth through spatial audio and atmosphere, making each video feel natural, immersive, and story-driven.
Moonshot LLM Models
The Moonshot LLM family delivers cutting-edge performance on real-world tasks, combining strong reasoning with ultra-long context to power complex assistants, coding, and analytical workflows, making advanced AI easier to deploy in production products and services.
Wan2.6 Video Models
Wan 2.6 is Alibaba’s state-of-the-art multimodal video generation model, capable of producing high-fidelity, audio-synchronized videos from text or images. Wan 2.6 will let you create videos of up to 15 seconds, ensuring narrative flow and visual integrity. It is perfect for creating YouTube Shorts, Instagram Reels, Facebook clips, and TikTok videos.
Flux.2 Image Models
The Flux.2 Series is a comprehensive family of AI image generation models. Across the lineup, Flux supports text-to-image, image-to-image, reconstruction, contextual reasoning, and high-speed creative workflows.
Nano Banana Image Models
Nano Banana is a fast, lightweight image generation model for playful, vibrant visuals. Optimized for speed and accessibility, it creates high-quality images with smooth shapes, bold colors, and clear compositions—perfect for mascots, stickers, icons, social posts, and fun branding.
Image and Video Tools
Open, advanced large-scale image generative models that power high-fidelity creation and editing with modular APIs, reproducible training, built-in safety guardrails, and elastic, production-grade inference at scale.
Ltx-2 Video Models
LTX-2 is a complete AI creative engine. Built for real production workflows, it delivers synchronized audio and video generation, 4K video at 48 fps, multiple performance modes, and radical efficiency, all with the openness and accessibility of running on consumer-grade GPUs.
Qwen Image Models
Qwen-Image is Alibaba’s open image generation model family. Built on advanced diffusion and Mixture-of-Experts design, it delivers cinematic quality, controllable styles, and efficient scaling, empowering developers and enterprises to create high-fidelity media with ease.
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.
Hailuo Video Models
MiniMax Hailuo video models deliver text-to-video and image-to-video at native 1080p (Pro) and 768p (Standard), with strong instruction following and realistic, physics-aware motion.
Wan2.5 Video Models
Wan 2.5 is Alibaba’s state-of-the-art multimodal video generation model, capable of producing high-fidelity, audio-synchronized videos from text or images. It delivers realistic motion, natural lighting, and strong prompt alignment across 480p to 1080p outputs—ideal for creative and production-grade workflows.
尽在 Atlas Cloud。
