WAN2.2 I2V LIGHTNING-Video-4-8step

Tools

• WAN2_2_I2V_LIGHTNING_4_8step_custom_extract_frame 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
• WAN2_2_I2V_LIGHTNING_4_8step_custom_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 for the video component., - video_path (str): Path for the file download component. Attempt to avoid reconversion in video component., - current_seed (int): The seed used for generation., 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 G

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As the server's own listing gives them. We never call a tool.