LingBot-Video-Dense-1.3B-Diffusers

LingBot-Video Dense 1.3B for FastVideo

This repository contains the released LingBot-Video Dense 1.3B checkpoint in the component layout loaded natively by FastVideo. ## Usage

Use a FastVideo revision containing LingBot-Video support:

from fastvideo import VideoGenerator

generator = VideoGenerator.from_pretrained(
    "FastVideo/LingBot-Video-Dense-1.3B-Diffusers",
    num_gpus=1,
    use_fsdp_inference=False,
    text_encoder_cpu_offload=True,
)
result = generator.generate({
    "prompt": "A red fox runs through fresh snow at sunrise.",
    "output": {"output_path": "outputs/lingbot-video", "save_video": True},
})
generator.shutdown()

The default preset generates 121 frames at 832×480 with 40 denoising steps.

Provenance

• Original model: https://huggingface.co/robbyant/lingbot-video-dense-1.3b
• Original code: https://github.com/robbyant/lingbot-video
• FastVideo port: https://github.com/hao-ai-lab/FastVideo/pull/1595

The original model and this converted package are distributed under the Apache-2.0 license declared by the released checkpoint.