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🎬 Video Editing

NVIDIA Cosmos Predict 2.5 Video to Video

Generate video from video and text using NVIDIA's 2B Cosmos model. Fixed 1280x704, 9-93 frames at 16fps (up to 5.8s). Multiple output formats

Example Output

"Transform to cinematic style with enhanced lighting"

Input Video

@Video1

Generated Video

Generated

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About NVIDIA Cosmos Predict 2.5 Video to Video

NVIDIA Cosmos Predict 2.5 Video to Video is a cutting-edge AI model designed to revolutionize the way you generate and enhance videos. Leveraging NVIDIA's powerful 2B Cosmos model, this tool enables users to transform existing videos into completely new creations using both the input video and a descriptive text prompt. Whether you want to apply a cinematic style, alter the mood, or generate dynamic visual effects, this model delivers professional-grade results with remarkable flexibility and speed. At its core, Cosmos Predict 2.5 harnesses advanced deep learning techniques for video-to-video generation. Users simply upload or link to a video as the base, then describe their vision using natural language. The model intelligently interprets both the input video and the text prompt, generating a new video sequence up to 5.8 seconds (9-93 frames at 16fps) in a fixed 1280x704 resolution. The result is a seamless blend of original content and creative AI-driven transformation, ideal for content creators who demand both quality and customization. Key parameters allow granular control over the generation process. You can specify the number of frames for the output, ensuring the video fits your desired length. The guidance scale ensures strong adherence to your prompt, while inference steps let you balance quality and generation speed. Negative prompts help steer the AI away from unwanted visual artifacts, such as motion blur, low resolution, or unnatural transitions. By setting these controls, users can fine-tune the output to match their exact requirements. Cosmos Predict 2.5 supports multiple export formats to fit any workflow, including MP4 (X264), WebM (VP9), MOV (ProRes 4444), and GIF. Output quality is customizable, ranging from low to maximum, so you can prioritize speed or fidelity as needed. The model even supports reproducibility through seeding, making it possible to achieve consistent results across multiple runs. This AI-powered video tool is ideal for a wide range of applications. Filmmakers and video editors can rapidly prototype scenes, enhance footage, or experiment with creative transitions. Marketers and social media managers can produce eye-catching promotional clips that stand out. Educators and trainers can generate dynamic visual aids, while game developers and animators can quickly iterate on concepts. With the ability to transform videos using just a few clicks and a clear text description, Cosmos Predict 2.5 empowers anyone to unlock new creative possibilities. Backed by NVIDIA’s robust AI technology, Cosmos Predict 2.5 Video to Video combines high performance, intuitive controls, and versatile output options. It’s a powerful solution for anyone seeking to elevate their video content with the speed and intelligence of the latest advancements in AI-driven media generation.

✨ Key Features

AI-powered video-to-video generation using both video input and text prompts for creative control.

Supports multiple output formats including MP4 (X264), WebM (VP9), MOV (ProRes 4444), and GIF for broad compatibility.

Customizable frame count (9-93 frames) at 16fps, allowing up to 5.8 seconds of high-resolution video generation.

Adjustable guidance scale and inference steps for fine-tuning prompt adherence and output quality.

Integrated negative prompt system to avoid undesired visual artifacts or styles in the generated video.

Selectable video quality levels (low, medium, high, maximum) to balance speed and fidelity.

Reproducible outputs through random seed control for consistent generation across multiple sessions.

💡 Use Cases

Transforming raw video footage into cinematic or stylized sequences for film and video production.

Creating engaging, AI-enhanced promotional content for marketing campaigns and social media.

Prototyping visual effects or scene variations quickly during pre-production and creative brainstorming.

Generating educational or training videos with customized styles and improved visual clarity.

Producing animated GIFs or short looping videos for digital advertising or online content.

Enhancing game development workflows by iterating on short video assets with AI-driven creativity.

Improving existing video content by removing undesired elements or refining overall quality.

🎯

Best For

Video editors, content creators, marketers, filmmakers, and creative professionals seeking rapid, AI-powered video transformation.

👍 Pros

  • Delivers high-quality, customizable video outputs with minimal user effort.
  • Offers granular control over video generation parameters for tailored results.
  • Supports a wide range of output formats and quality settings to suit different needs.
  • Efficiently leverages both video and text input for creative flexibility.
  • Reduces the time and resources required for prototyping or enhancing video content.
  • Allows for reproducible results via seeding, ideal for iterative workflows.

⚠️ Considerations

  • Fixed output resolution limits flexibility for certain projects.
  • Maximum video length is limited to 5.8 seconds per generation.
  • Requires a clear and well-crafted prompt to achieve optimal results.
  • Not designed for real-time or long-form video editing.

📚 How to Use NVIDIA Cosmos Predict 2.5 Video to Video

1

Upload or paste the URL of your input video to serve as the base for generation.

2

Enter a descriptive text prompt detailing the style, mood, or transformation you want.

3

Optionally, add a negative prompt to exclude unwanted visual elements or effects.

4

Set the number of frames, guidance scale, inference steps, and select your desired output format and quality.

5

Start the generation process and wait for the model to process and create the new video.

6

Download the AI-generated video in your chosen format for further editing or sharing.

Frequently Asked Questions

🏷️ Related Keywords

AI video generation video-to-video AI NVIDIA Cosmos text-to-video video editing AI creative video tools cinematic video AI video transformation deep learning video AI content creation