Image Segmentation
Transformers
Safetensors
rf_detr
instance-segmentation
rf-detr
roboflow
coco
quantized
nvfp4
fp4
experimental
Instructions to use Reza2kn/rf-detr-segmentation-NVFP4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Reza2kn/rf-detr-segmentation-NVFP4 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-segmentation", model="Reza2kn/rf-detr-segmentation-NVFP4")# Load model directly from transformers import AutoImageProcessor, RfDetrForInstanceSegmentation processor = AutoImageProcessor.from_pretrained("Reza2kn/rf-detr-segmentation-NVFP4") model = RfDetrForInstanceSegmentation.from_pretrained("Reza2kn/rf-detr-segmentation-NVFP4") - Notebooks
- Google Colab
- Kaggle
| { | |
| "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": [ | |
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| "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": { | |
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| 256 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
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| "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": [ | |
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| 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." | |
| } | |