Introduction to Stable Video Diffusion – Automatic Text Generation Video

The most popular text generated video should be Seedance 2.0, but the price of one yuan per second makes most people hesitate. The online service of Runway Gen-3 is very good, but it is even more expensive than Seedance 2.0. Pika Labs’ online services are also charged. You can generate several videos for free every day using tools such as Zhimeng and Kling AI 3.0 (Ke Ling). Open source tools such as Stable Video Diffusion and Drama can also be used.GEO Small Classroom(en.xxkt. org. cn) brings “Introduction to Stable Video Diffusion – Text Auto Generated Video”. I hope it is helpful to everyone.

1、 Introduction to Stable Video Diffusion

Stable Video Diffusion (SVD) is an open-source AI video generation model developed by Stability AI. In November 2023, Stability AI released the generative video model Stable Video Diffusion (SVD), which is a potential video diffusion model that supports text to video and image to video generation. This model is initially limited to research purposes and is not suitable for practical or commercial applications, and there is a user candidate list for registration.1. What is Stable Video DiffusionCore function: Input an image or a text description, and the AI will automatically generate a video clip (usually 2-4 seconds).2. Technical principles (brief)Based on diffusion model (similar to Stable Diffusion image generation)

Input: Image or Text Prompt Word

Two modes:

Image to Video: Input an image and make it “move”

2、 Stable Video Diffusion configuration requirements

The minimum requirements are that the GPU should not be less than 8GB, the higher the graphics card, the better. The CPU should generally not be less than Intel Core i5-13600KF, the memory should not be less than 16GB, and solid-state hard drives can basically meet these requirements.

configuration item	minimum requirement	Recommended Configuration
GPU	NVIDIA RTX 3060 (12GB)	NVIDIA RTX 4090 / A100
video memory	8 GB (will be very slow)	16 GB+
memory	16 GB	32 GB+
storage	10 GB (model file)	20 GB+

3、 Supplementary explanation for Stable Video Diffusion

1. Core positioning and versionBasic SVD: Generate 14 frames, 576 × 1024 video, approximately 4 seconds.2. Technical principles (in layman’s terms)Dual modeling of space and time: using SD’s image understanding, adding temporal dimension convolution and attention, making inter frame motion coherent and reducing jitter.3. What can be doneTu Sheng Video (Main Feature): Convert static images into short videos, such as moving photos or turning illustrations into animations.4. Advantages and disadvantagesAdvantages: Open source and free, active community; Strong image quality and coherent timing; Support custom resolution/frame rate.5. Comparison with competitorsSVD vs Runway/Pica: open-source and locally deployable, suitable for secondary development; The closed source tool has slightly better image quality but is uncontrollable.6. Get started quicklyOnline experience: Stability AI official website open beta, upload images and generate with just one click.7. SummarySVD is a milestone in open-source video generation, significantly lowering the threshold for AI video creation and making it suitable for creators, designers, and developers to quickly generate short videos, animations, and 3D materials. Although not as long and logical as closed source models, its advantages of being free, flexible, and customizable make it a mainstream choice.GEO Small ClassroomNet（ https://en.xxkt.org.cn/ ）Here is an introduction to Stable Video Diffusion – Automatic Text Generation Video. Thank you for watching.

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标签：AI video generation model, Automatically generate videos, Open source AI tools, Open source AI video generation model, Stable Video Diffusion, SVD 文章最后更新时间：六月 18, 2026