Model Overview Card for Kling Standard Text-to-Video

Basic Information

• Model Name: Kling AI Text-to-Video
• Developer/Creator: Kuaishou Technology
• Release Date: June 2024
• Version: 1.0
• Model Type: AI Video Generation Model

Description

Overview:

Kling AI Text-to-Video is an advanced AI model developed by Kuaishou Technology that converts textual descriptions into high-quality video content. This model allows users to generate engaging videos from detailed text prompts, enabling a wide range of applications in creative industries.

Key Features:

• High-Quality Video Generation: Produces videos with a resolution of up to 1080p and a frame rate of 30 frames per second.
• Text-to-Video Functionality: Users can input descriptive text to guide the video generation process, allowing for creative flexibility.
• Advanced Motion Simulation: Utilizes a 3D spatiotemporal joint attention mechanism to create realistic movements and interactions within the generated videos.
• Flexible Output Length: Capable of generating videos ranging from a 5 seconds up to 10 seconds in duration.

Intended Use:

The Kling AI The model primarily supports English for text prompts but can accommodate multiple languages depending on user requirements.model is designed for content creators, marketers, educators, and developers who need to produce high-quality video content quickly and efficiently. It is particularly useful for generating promotional videos, educational materials, and creative storytelling.

Language Support:

The model primarily supports English for text prompts but can accommodate multiple languages depending on user requirements.

Technical Details

Architecture:

Kling AI employs a combination of Deep Convolutional Neural Networks (DCNNs) and Diffusion Transformer technology. This architecture allows the model to effectively interpret user prompts and generate high-fidelity video outputs.

Training Data:

The model was trained on a diverse dataset sourced from publicly available data across the internet, including images and corresponding video sequences.

• Data Source and Size: The training dataset includes thousands of high-quality images paired with corresponding video clips, though specific sizes are not disclosed.
• Diversity and Bias: The training data was curated to minimize biases while maximizing diversity in visual styles and scenarios, enhancing the model's effectiveness in generating varied outputs.

Performance Metrics:

Kling has demonstrated strong performance metrics:

You can also try the Pro version of Kling AI's image-to-video feature.

Differences Between Kling Standard and Pro Text-to-Video Models

1. Camera Control and Motion

• Standard Mode:
  • Offers basic camera controls, allowing users to select simple movements such as tilt or pan.

• Pro Mode:
  • Provides advanced camera control options, including more sophisticated movements and stabilization.

2. Video Quality

• Standard Mode:
  • Produces videos with acceptable quality but may lack finer details.
  • Motion appears natural but lacks pronounced depth in visual elements.
• Pro Mode:
  • Generates significantly higher-quality videos with richer details.
  • Enhanced animations make elements like water flow and character movements appear more realistic and engaging.

3. Cost Structure

• Standard Plan:
  • Costs approximately $0.0315 per second.
  • Each video costs fewer credits, making it budget-friendly for casual users.
• Pro Plan:
  • Priced at around $0.13125 per second.
  • Each video in Pro mode costs significantly more, reflecting the enhanced features and quality.

Usage

Code Samples

The model is available on the AI/ML API platform as "Kling AI (text-to-video)" .

Standard

Pro

API Documentation

Detailed API Documentation is available here.

Ethical Guidelines

Kuaishou Technology emphasizes ethical considerations in AI development by promoting transparency regarding the model's capabilities and limitations. The organization encourages responsible usage to prevent misuse or harmful applications of generated content.

Licensing

The Kling Standard Text-to-Video model is available under a commercial license that allows both research and commercial usage rights while ensuring compliance with ethical standards regarding creator rights.

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Get Kling AI API here.