Type: huggingface.text_to_video.CogVideoX
Namespace: huggingface.text_to_video
Description
Generates videos from text prompts using CogVideoX, a large diffusion transformer model. video, generation, AI, text-to-video, transformer, diffusion
Use cases:
- Create high-quality videos from text descriptions
- Generate longer and more consistent videos
- Produce cinematic content for creative projects
- Create animated scenes for storytelling
- Generate video content for marketing and media
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| prompt | str |
A text prompt describing the desired video. | A detailed wooden toy ship with intricately carved masts and sails is seen gliding smoothly over a plush, blue carpet that mimics the waves of the sea. The ship's hull is painted a rich brown, with tiny windows. The carpet, soft and textured, provides a perfect backdrop, resembling an oceanic expanse. Surrounding the ship are various other toys and children's items, hinting at a playful environment. The scene captures the innocence and imagination of childhood, with the toy ship's journey symbolizing endless adventures in a whimsical, indoor setting. |
| negative_prompt | str |
A text prompt describing what to avoid in the video. | `` |
| num_frames | int |
The number of frames in the video. Must be divisible by 8 + 1 (e.g., 49, 81, 113). | 49 |
| guidance_scale | float |
The scale for classifier-free guidance. | 6.0 |
| num_inference_steps | int |
The number of denoising steps. | 50 |
| height | int |
The height of the generated video in pixels. | 480 |
| width | int |
The width of the generated video in pixels. | 720 |
| fps | int |
Frames per second for the output video. | 8 |
| seed | int |
Seed for the random number generator. Use -1 for a random seed. | -1 |
| max_sequence_length | int |
Maximum sequence length in encoded prompt. | 226 |
| enable_cpu_offload | bool |
Enable CPU offload to reduce VRAM usage. | True |
| enable_vae_slicing | bool |
Enable VAE slicing to reduce VRAM usage. | True |
| enable_vae_tiling | bool |
Enable VAE tiling to reduce VRAM usage for large videos. | True |
Outputs
| Output | Type | Description |
|---|---|---|
| output | video |
Metadata
Related Nodes
Browse other nodes in the huggingface.text_to_video namespace.