Wan2.1 Fast

by ysharmaco.huggingface.ysharma/wan2-1-fast

wan2_1_fast_generate_video Generate a video from an input image using the Wan 2.1 I2V model with CausVid LoRA. This function takes an input image and generates a video animation based on the provided prompt and parameters. It uses the Wan 2.1 14B Image-to-Video model with CausVid LoRA for fast generation in 4-8 steps. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: A tuple containing:, video_path (str): Path to the generated video file (.mp4), current_seed (int): The seed used for generation (useful when randomize_seed=True), , If input_image is None (no image uploaded)., , The function automatically resizes the input image to the target dimensions, Frame count is calculated as duration_seconds * FIXED_FPS (24), Output dimensions are adjusted to be multiples of MOD_VALUE (32), The function uses GPU acceleration via the @spaces.GPU decorator, Gener

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