Wan2.2 14B Fast

Tools

• wan2_2_fp8da_aoti_faster_generate_video Generate a video from an input image using the Wan 2.2 14B I2V model with Lightning LoRA. This function takes an input image and generates a video animation based on the provided prompt and parameters. It uses an FP8 qunatized Wan 2.2 14B Image-to-Video model in with Lightning 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: tuple: 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), Raises:, gr.Error: If input_image is None (no image uploaded)., Note:, - 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, - Generation time v

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