{ "architectures": [ "MLRS" ], "auto_map": { "AutoConfig": "configuration_mlrs.MLRSConfig", "AutoModel": "modeling_mlrs.MLRS", "AutoProcessor": "processing_mlrs.MLRSProcessor" }, "bbox_filtering": true, "image_first": true, "instruction_prompt": "You are solving visual reasoning tasks.\n\nYou may respond in one of two final formats:\n\n1. If the task requires segmenting/localizing objects in the image, call the segmentation tool by outputting:\n{\"noun phrase\": \"...\", \"objects\": [{\"bbox\": [x1, y1, x2, y2]}]}\n\nThe segmentation JSON must contain:\n- \"noun phrase\": exactly one referential noun phrase identifying the target.\n- \"objects\": a list of objects, each with one \"bbox\" field.\n- Coordinates should use the 0-999 image coordinate grid.\n\nIf the task includes several images, segmentation tool uses the last rgb image.\n\n2. If the task asks for a textual answer and does not require segmentation, output:\nyour textual answer\n\nUse ... before the final tag when reasoning is useful.\nDo not use for segmentation. Do not use for non-segmentation answers.\n", "language_adapter_subdir": "language_adapter", "language_base_model": "OpenGVLab/InternVL3_5-8B-HF", "language_base_revision": "741a7d03020411e666c6109218ab71e08151ef86", "mask_threshold": 0.5, "max_image_longest_side": 4030, "max_new_tokens": 1024, "model_type": "mlrs", "multi_image_downsample_min_images": 3, "multi_image_max_longest_side": 448, "pad_to_multiple_of": 8, "padding_side": "left", "sam_base_model": "facebook/sam3", "sam_base_revision": "3c879f39826c281e95690f02c7821c4de09afae7", "sam_delta_file": "sam3_delta.safetensors", "transformers_version": "5.18.0" }