{ "quant_method": "nvfp4", "format": "custom_nvfp4_e2m1_e4m3_scales", "base_model": "Roboflow/rf-detr-segmentation", "base_model_relation": "quantized", "block_size": 16, "total_parameters": 34153555, "quantized_parameters": 10607104, "kept_parameters": 23546451, "quantized_parameter_fraction": 0.31057100790825437, "max_measured_tensor_rel_l2": 0.11688219010829926, "tensors": { "bbox_embed.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "bbox_embed.layers.0.weight.nvfp4_packed", "scale_e4m3": "bbox_embed.layers.0.weight.nvfp4_scale_e4m3" }, "bbox_embed.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "bbox_embed.layers.1.weight.nvfp4_packed", "scale_e4m3": "bbox_embed.layers.1.weight.nvfp4_scale_e4m3" }, "bbox_embed.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "bbox_embed.layers.2.weight.nvfp4_packed", "scale_e4m3": "bbox_embed.layers.2.weight.nvfp4_scale_e4m3" }, "class_embed.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "class_embed.weight.nvfp4_packed", "scale_e4m3": "class_embed.weight.nvfp4_scale_e4m3" }, "query_feat.weight": { "shape": [ 2600, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "query_feat.weight.nvfp4_packed", "scale_e4m3": "query_feat.weight.nvfp4_scale_e4m3" }, "segmentation_head.blocks.0.pwconv1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "segmentation_head.blocks.0.pwconv1.weight.nvfp4_packed", "scale_e4m3": "segmentation_head.blocks.0.pwconv1.weight.nvfp4_scale_e4m3" }, "segmentation_head.blocks.1.pwconv1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "segmentation_head.blocks.1.pwconv1.weight.nvfp4_packed", "scale_e4m3": "segmentation_head.blocks.1.pwconv1.weight.nvfp4_scale_e4m3" }, "segmentation_head.blocks.2.pwconv1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "segmentation_head.blocks.2.pwconv1.weight.nvfp4_packed", "scale_e4m3": "segmentation_head.blocks.2.pwconv1.weight.nvfp4_scale_e4m3" }, "segmentation_head.blocks.3.pwconv1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "segmentation_head.blocks.3.pwconv1.weight.nvfp4_packed", "scale_e4m3": "segmentation_head.blocks.3.pwconv1.weight.nvfp4_scale_e4m3" }, "segmentation_head.query_features_block.layers.0.weight": { "shape": [ 1024, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "segmentation_head.query_features_block.layers.0.weight.nvfp4_packed", "scale_e4m3": "segmentation_head.query_features_block.layers.0.weight.nvfp4_scale_e4m3" }, "segmentation_head.query_features_block.layers.2.weight": { "shape": [ 256, 1024 ], "source_dtype": "float32", "block_size": 16, "packed": "segmentation_head.query_features_block.layers.2.weight.nvfp4_packed", "scale_e4m3": "segmentation_head.query_features_block.layers.2.weight.nvfp4_scale_e4m3" }, "segmentation_head.query_features_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "segmentation_head.query_features_proj.weight.nvfp4_packed", "scale_e4m3": "segmentation_head.query_features_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.cross_attn.attention_weights.weight": { "shape": [ 32, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.cross_attn.attention_weights.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.cross_attn.attention_weights.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.cross_attn.output_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.cross_attn.output_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.cross_attn.output_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.cross_attn.sampling_offsets.weight": { "shape": [ 64, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.cross_attn.sampling_offsets.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.cross_attn.sampling_offsets.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.cross_attn.value_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.cross_attn.value_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.cross_attn.value_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.linear1.weight": { "shape": [ 2048, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.linear1.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.linear1.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.linear2.weight": { "shape": [ 256, 2048 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.linear2.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.linear2.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.self_attn.in_proj_weight": { "shape": [ 768, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.self_attn.in_proj_weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.self_attn.in_proj_weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.0.self_attn.out_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.0.self_attn.out_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.0.self_attn.out_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.cross_attn.attention_weights.weight": { "shape": [ 32, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.cross_attn.attention_weights.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.cross_attn.attention_weights.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.cross_attn.output_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.cross_attn.output_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.cross_attn.output_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.cross_attn.sampling_offsets.weight": { "shape": [ 64, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.cross_attn.sampling_offsets.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.cross_attn.sampling_offsets.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.cross_attn.value_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.cross_attn.value_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.cross_attn.value_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.linear1.weight": { "shape": [ 2048, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.linear1.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.linear1.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.linear2.weight": { "shape": [ 256, 2048 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.linear2.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.linear2.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.self_attn.in_proj_weight": { "shape": [ 768, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.self_attn.in_proj_weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.self_attn.in_proj_weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.1.self_attn.out_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.1.self_attn.out_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.1.self_attn.out_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.cross_attn.attention_weights.weight": { "shape": [ 32, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.cross_attn.attention_weights.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.cross_attn.attention_weights.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.cross_attn.output_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.cross_attn.output_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.cross_attn.output_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.cross_attn.sampling_offsets.weight": { "shape": [ 64, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.cross_attn.sampling_offsets.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.cross_attn.sampling_offsets.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.cross_attn.value_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.cross_attn.value_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.cross_attn.value_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.linear1.weight": { "shape": [ 2048, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.linear1.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.linear1.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.linear2.weight": { "shape": [ 256, 2048 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.linear2.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.linear2.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.self_attn.in_proj_weight": { "shape": [ 768, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.self_attn.in_proj_weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.self_attn.in_proj_weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.2.self_attn.out_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.2.self_attn.out_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.2.self_attn.out_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.cross_attn.attention_weights.weight": { "shape": [ 32, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.cross_attn.attention_weights.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.cross_attn.attention_weights.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.cross_attn.output_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.cross_attn.output_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.cross_attn.output_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.cross_attn.sampling_offsets.weight": { "shape": [ 64, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.cross_attn.sampling_offsets.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.cross_attn.sampling_offsets.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.cross_attn.value_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.cross_attn.value_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.cross_attn.value_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.linear1.weight": { "shape": [ 2048, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.linear1.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.linear1.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.linear2.weight": { "shape": [ 256, 2048 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.linear2.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.linear2.weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.self_attn.in_proj_weight": { "shape": [ 768, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.self_attn.in_proj_weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.self_attn.in_proj_weight.nvfp4_scale_e4m3" }, "transformer.decoder.layers.3.self_attn.out_proj.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.layers.3.self_attn.out_proj.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.layers.3.self_attn.out_proj.weight.nvfp4_scale_e4m3" }, "transformer.decoder.ref_point_head.layers.0.weight": { "shape": [ 256, 512 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.ref_point_head.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.ref_point_head.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.decoder.ref_point_head.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.decoder.ref_point_head.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.decoder.ref_point_head.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.0.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.0.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.0.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.0.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.0.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.0.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.0.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.0.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.0.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.1.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.1.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.1.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.1.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.1.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.1.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.1.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.1.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.1.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.10.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.10.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.10.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.10.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.10.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.10.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.10.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.10.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.10.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.11.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.11.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.11.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.11.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.11.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.11.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.11.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.11.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.11.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.12.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.12.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.12.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.12.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.12.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.12.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.12.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.12.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.12.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.2.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.2.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.2.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.2.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.2.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.2.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.2.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.2.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.2.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.3.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.3.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.3.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.3.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.3.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.3.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.3.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.3.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.3.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.4.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.4.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.4.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.4.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.4.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.4.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.4.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.4.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.4.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.5.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.5.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.5.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.5.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.5.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.5.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.5.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.5.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.5.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.6.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.6.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.6.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.6.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.6.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.6.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.6.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.6.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.6.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.7.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.7.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.7.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.7.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.7.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.7.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.7.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.7.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.7.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.8.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.8.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.8.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.8.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.8.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.8.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.8.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.8.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.8.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.9.layers.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.9.layers.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.9.layers.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.9.layers.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.9.layers.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.9.layers.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_bbox_embed.9.layers.2.weight": { "shape": [ 4, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_bbox_embed.9.layers.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_bbox_embed.9.layers.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.0.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.1.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.10.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.10.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.10.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.11.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.11.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.11.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.12.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.12.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.12.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.2.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.3.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.3.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.3.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.4.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.4.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.4.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.5.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.5.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.5.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.6.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.6.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.6.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.7.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.7.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.7.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.8.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.8.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.8.weight.nvfp4_scale_e4m3" }, "transformer.enc_out_class_embed.9.weight": { "shape": [ 91, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_out_class_embed.9.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_out_class_embed.9.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.0.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.0.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.0.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.1.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.1.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.1.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.10.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.10.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.10.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.11.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.11.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.11.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.12.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.12.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.12.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.2.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.2.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.2.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.3.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.3.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.3.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.4.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.4.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.4.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.5.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.5.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.5.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.6.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.6.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.6.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.7.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.7.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.7.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.8.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.8.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.8.weight.nvfp4_scale_e4m3" }, "transformer.enc_output.9.weight": { "shape": [ 256, 256 ], "source_dtype": "float32", "block_size": 16, "packed": "transformer.enc_output.9.weight.nvfp4_packed", "scale_e4m3": "transformer.enc_output.9.weight.nvfp4_scale_e4m3" } }, "quantize_prefixes": [ "transformer", "bbox_embed", "class_embed", "segmentation_head", "query_feat", "refpoint_embed" ], "runtime_note": "This artifact is packed NVFP4 storage. Use the companion dequant loader or a native FP4 runtime adapter before expecting Blackwell speedups." }