SolitaryThinker
bbbb7ab021
Move all examples/inference and scripts off the legacy
VideoGenerator.from_pretrained(model, **kwargs) +
generate_video(prompt, **kwargs) surface onto the typed
from_config(GeneratorConfig(...)) + generate(GenerationRequest(...))
convention, including the Kandinsky-5 and DreamX-World examples added
on main after the original migration. git-mv api/compat.py to
api/translation.py ('compat' implied a temporary shim; the forward
translation is its honest permanent role) and repoint all importers,
tests, and doc links.
49 lines
1.4 KiB
Python
49 lines
1.4 KiB
Python
from fastvideo import VideoGenerator
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from fastvideo.api import (
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EngineConfig, GenerationRequest, GeneratorConfig, InputConfig, OffloadConfig, OutputConfig, SamplingConfig,
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)
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MODEL_PATH = "FastVideo/Matrix-Game-3.0-Base-Distilled-Diffusers"
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IMAGE_URL = "https://raw.githubusercontent.com/SkyworkAI/Matrix-Game/main/Matrix-Game-3/demo_images/001/image.png"
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PROMPT = "A colorful, animated cityscape with a gas station and various buildings."
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OUTPUT_PATH = "video_samples_matrixgame3"
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def main():
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generator = VideoGenerator.from_config(
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GeneratorConfig(
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model_path=MODEL_PATH,
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engine=EngineConfig(
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num_gpus=1,
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use_fsdp_inference=False,
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offload=OffloadConfig(
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dit=False,
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vae=False,
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text_encoder=True,
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pin_cpu_memory=True,
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),
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),
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))
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generator.generate(
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GenerationRequest(
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prompt=PROMPT,
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inputs=InputConfig(image_path=IMAGE_URL),
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sampling=SamplingConfig(
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height=720,
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width=1280,
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num_frames=57,
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num_inference_steps=3,
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guidance_scale=1.0,
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seed=42,
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),
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output=OutputConfig(
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output_path=OUTPUT_PATH,
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save_video=True,
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),
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))
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if __name__ == "__main__":
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main()
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