84 lines
2.9 KiB
Markdown
84 lines
2.9 KiB
Markdown
# V1 API
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FastVideo's V1 API provides a streamlined interface for video generation tasks with powerful customization options. This page documents the primary components of the API.
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## Video Generator
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This class will be the primary Python API for generating videos and images.
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```{autodoc2-summary}
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fastvideo.VideoGenerator
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```
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`````{py:class} VideoGenerator(fastvideo_args: fastvideo.fastvideo_args.FastVideoArgs, executor_class: type[fastvideo.worker.executor.Executor], log_stats: bool)
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:canonical: fastvideo.entrypoints.video_generator.VideoGenerator
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```{autodoc2-docstring} fastvideo.entrypoints.video_generator.VideoGenerator
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:parser: docs.source.autodoc2_docstring_parser
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```
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`VideoGenerator.from_pretrained()` should be the primary way of creating a new video generator.
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````{py:method} from_pretrained(model_path: str, device: typing.Optional[str] = None, torch_dtype: typing.Optional[torch.dtype] = None, pipeline_config: typing.Optional[typing.Union[str | fastvideo.configs.pipelines.PipelineConfig]] = None, **kwargs) -> fastvideo.entrypoints.video_generator.VideoGenerator
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:canonical: fastvideo.entrypoints.video_generator.VideoGenerator.from_pretrained
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:classmethod:
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```{autodoc2-docstring} fastvideo.entrypoints.video_generator.VideoGenerator.from_pretrained
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:parser: docs.source.autodoc2_docstring_parser
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```
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## Configuring FastVideo
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The follow two classes `PipelineConfig` and `SamplingParam` are used to configure initialization and sampling parameters, respectively.
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### PipelineConfig
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```{autodoc2-summary}
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fastvideo.PipelineConfig
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```
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`````{py:class} PipelineConfig
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:canonical: fastvideo.configs.pipelines.base.PipelineConfig
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```{autodoc2-docstring} fastvideo.configs.pipelines.base.PipelineConfig
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:parser: docs.source.autodoc2_docstring_parser
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```
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````{py:method} from_pretrained(model_path: str) -> fastvideo.configs.pipelines.base.PipelineConfig
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:canonical: fastvideo.configs.pipelines.base.PipelineConfig.from_pretrained
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:classmethod:
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```{autodoc2-docstring} fastvideo.configs.pipelines.base.PipelineConfig.from_pretrained
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:parser: docs.source.autodoc2_docstring_parser
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```
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````{py:method} dump_to_json(file_path: str)
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:canonical: fastvideo.configs.pipelines.base.PipelineConfig.dump_to_json
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```{autodoc2-docstring} fastvideo.configs.pipelines.base.PipelineConfig.dump_to_json
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:parser: docs.source.autodoc2_docstring_parser
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```
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### SamplingParam
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```{autodoc2-summary}
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fastvideo.SamplingParam
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```
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`````{py:class} SamplingParam
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:canonical: fastvideo.configs.sample.base.SamplingParam
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```{autodoc2-docstring} fastvideo.configs.sample.base.SamplingParam
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:parser: docs.source.autodoc2_docstring_parser
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```
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````{py:method} from_pretrained(model_path: str) -> fastvideo.configs.sample.base.SamplingParam
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:canonical: fastvideo.configs.sample.base.SamplingParam.from_pretrained
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:classmethod:
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```{autodoc2-docstring} fastvideo.configs.sample.base.SamplingParam.from_pretrained
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:parser: docs.source.autodoc2_docstring_parser
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```
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