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.
57 lines
2.3 KiB
Python
57 lines
2.3 KiB
Python
from fastvideo import VideoGenerator
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from fastvideo.api import (
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EngineConfig, GenerationRequest, GeneratorConfig, OffloadConfig, OutputConfig,
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)
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def main():
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# Point this to your local diffusers model dir (or replace with a HF model ID).
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model_path = "KyleShao/Cosmos-Predict2.5-2B-Diffusers"
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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, # set True if GPU is out of memory
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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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)
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prompt = (
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"A high-definition video captures the precision of robotic welding in an industrial setting. "
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"The first frame showcases a robotic arm, equipped with a welding torch, positioned over a large metal structure. "
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"The welding process is in full swing, with bright sparks and intense light illuminating the scene, "
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"creating a vivid display of blue and white hues. "
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"A significant amount of smoke billows around the welding area, partially obscuring the view but emphasizing the heat and activity. "
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"The background reveals parts of the workshop environment, including a ventilation system and various pieces of machinery, "
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"indicating a busy and functional industrial workspace. "
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"As the video progresses, the robotic arm maintains its steady position, continuing the welding process and moving to its left. "
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"The welding torch consistently emits sparks and light, and the smoke continues to rise, diffusing slightly as it moves upward. "
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"The metal surface beneath the torch shows ongoing signs of heating and melting. "
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"The scene retains its industrial ambiance, with the welding sparks and smoke dominating the visual field, "
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"underscoring the ongoing nature of the welding operation."
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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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output=OutputConfig(
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output_path="outputs_video/cosmos2_5_t2w.mp4",
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save_video=True,
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),
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)
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)
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generator.shutdown()
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if __name__ == "__main__":
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main()
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