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refactor: replace optimize_latent_size_with_sp with get_optimal_patched_size_with_sp in WanAudioRunner for improved clarity and functionality

* has read BaseRunner -> DefaultRunner -> WanRunner's init

* FirstBlock

* FirstBlock

* FirstBlock

* FirstBlock

* FirstBlock

* FirstBlock

* FirstBlock

* DualBlock

* DynamicBlock

* DynamicBlock

* DynamicBlock

* DynamicBlock

* DynamicBlock

* DualBlock Downsample Factor

* DualBlock Downsample Factor

* Downsample

* Downsample

Reconstruct load model code and fix bugs

refactor: rename initialize_once to initialize in WanAudioRunner and update run_pipeline to reflect changes

refactor: optimize adaptive resizing logic in WanAudioRunner for improved aspect ratio handling and latent size calculation

refactor: update WanTransformerInfer and VideoGenerator to improve audio handling and progress tracking

更新clip预处理

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

refactor: update DefaultRunner to return audio as None and modify WanAudioRunner to handle audio saving and frame interpolation

Fix

Update gradio and docs

* feat: add vfi(rife)

* refactor: update video saving functionality and add VAE to ComfyUI image conversion.

* refactor: enhance video saving process and integrate VAE to ComfyUI image conversion

* refactor: reorganize imports and enhance code structure in default_runner and utils modules

* feat: add video frame interpolation support with RIFE model integration

* refactor: streamline code structure and improve readability in IFNet and refine modules

* fix: style

* feat: add script for downloading and installing RIFE model with flownet.pkl extraction

* update

* docs: update README and documentation to include video frame interpolation feature with RIFE model

* fix ci

* docs: enhance video frame interpolation documentation and update configuration usage for RIFE model

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Co-authored-by: helloyongyang <yongyang1030@163.com>

Fix

Update q8-kernel