| --- |
| license: apache-2.0 |
| library_name: fastvideo |
| pipeline_tag: text-to-video |
| base_model: robbyant/lingbot-video-moe-30b-a3b |
| tags: |
| - fastvideo |
| - video-generation |
| - text-to-video |
| - mixture-of-experts |
| - lingbot-video |
| --- |
| |
| # LingBot-Video MoE 30B-A3B for FastVideo |
|
|
| This repository contains the released LingBot-Video MoE 30B-A3B base model and |
| its second-stage refiner in the component layout loaded natively by FastVideo. |
|
|
| ## Usage |
|
|
| Use a FastVideo revision containing |
| [LingBot-Video support](https://github.com/hao-ai-lab/FastVideo/pull/1595): |
|
|
| ```python |
| from fastvideo import VideoGenerator |
| |
| generator = VideoGenerator.from_pretrained( |
| "FastVideo/LingBot-Video-MoE-30B-A3B-Diffusers", |
| num_gpus=8, |
| sp_size=8, |
| use_fsdp_inference=True, |
| refine_enabled=True, |
| 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 released preset generates a 121-frame 832×480 base video and optionally |
| refines it to 1920×1088. Set `refine_enabled=False` when loading the model to run |
| the base MoE transformer without the refiner. |
|
|
| ## Provenance |
|
|
| - Original model: https://huggingface.co/robbyant/lingbot-video-moe-30b-a3b |
| - 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. |
|
|
