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": 31841152, | |
| "kept_parameters": 2312403, | |
| "quantized_parameter_fraction": 0.9322939295777555, | |
| "max_measured_tensor_rel_l2": 0.1563214510679245, | |
| "tensors": { | |
| "backbone.0.encoder.encoder.embeddings.mask_token": { | |
| "shape": [ | |
| 1, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.embeddings.mask_token.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.embeddings.mask_token.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.key.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.key.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.query.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.query.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.query.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.value.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.value.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.0.attention.attention.value.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.0.attention.output.dense.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.0.attention.output.dense.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.0.attention.output.dense.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.0.mlp.fc1.weight": { | |
| "shape": [ | |
| 1536, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.0.mlp.fc1.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.0.mlp.fc1.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.0.mlp.fc2.weight": { | |
| "shape": [ | |
| 384, | |
| 1536 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.0.mlp.fc2.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.0.mlp.fc2.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.key.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.key.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.query.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.query.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.query.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.value.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.value.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.1.attention.attention.value.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.1.attention.output.dense.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.1.attention.output.dense.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.1.attention.output.dense.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.1.mlp.fc1.weight": { | |
| "shape": [ | |
| 1536, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.1.mlp.fc1.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.1.mlp.fc1.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.1.mlp.fc2.weight": { | |
| "shape": [ | |
| 384, | |
| 1536 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.1.mlp.fc2.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.1.mlp.fc2.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.key.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.key.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.query.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.query.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.query.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.value.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.value.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.10.attention.attention.value.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.10.attention.output.dense.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.10.attention.output.dense.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.10.attention.output.dense.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.10.mlp.fc1.weight": { | |
| "shape": [ | |
| 1536, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.10.mlp.fc1.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.10.mlp.fc1.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.10.mlp.fc2.weight": { | |
| "shape": [ | |
| 384, | |
| 1536 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.10.mlp.fc2.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.10.mlp.fc2.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.key.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.key.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.query.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.query.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.query.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.value.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.value.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.11.attention.attention.value.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.11.attention.output.dense.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.11.attention.output.dense.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.11.attention.output.dense.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.11.mlp.fc1.weight": { | |
| "shape": [ | |
| 1536, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.11.mlp.fc1.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.11.mlp.fc1.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.11.mlp.fc2.weight": { | |
| "shape": [ | |
| 384, | |
| 1536 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.11.mlp.fc2.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.11.mlp.fc2.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.key.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.key.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.query.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.query.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.query.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.value.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.value.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.2.attention.attention.value.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.2.attention.output.dense.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.2.attention.output.dense.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.2.attention.output.dense.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.2.mlp.fc1.weight": { | |
| "shape": [ | |
| 1536, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.2.mlp.fc1.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.2.mlp.fc1.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.2.mlp.fc2.weight": { | |
| "shape": [ | |
| 384, | |
| 1536 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.2.mlp.fc2.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.2.mlp.fc2.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.key.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.key.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.query.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.query.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.query.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.value.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.value.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.3.attention.attention.value.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.3.attention.output.dense.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.3.attention.output.dense.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.3.attention.output.dense.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.3.mlp.fc1.weight": { | |
| "shape": [ | |
| 1536, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.3.mlp.fc1.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.3.mlp.fc1.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.3.mlp.fc2.weight": { | |
| "shape": [ | |
| 384, | |
| 1536 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.3.mlp.fc2.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.3.mlp.fc2.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.key.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.key.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.query.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.query.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.query.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.value.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.value.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.4.attention.attention.value.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.4.attention.output.dense.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.4.attention.output.dense.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.4.attention.output.dense.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.4.mlp.fc1.weight": { | |
| "shape": [ | |
| 1536, | |
| 384 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.4.mlp.fc1.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.4.mlp.fc1.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.4.mlp.fc2.weight": { | |
| "shape": [ | |
| 384, | |
| 1536 | |
| ], | |
| "source_dtype": "float32", | |
| "block_size": 16, | |
| "packed": "backbone.0.encoder.encoder.encoder.layer.4.mlp.fc2.weight.nvfp4_packed", | |
| "scale_e4m3": "backbone.0.encoder.encoder.encoder.layer.4.mlp.fc2.weight.nvfp4_scale_e4m3" | |
| }, | |
| "backbone.0.encoder.encoder.encoder.layer.5.attention.attention.key.weight": { | |
| "shape": [ | |
| 384, | |
| 384 | |
| ], | |
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| }, | |
| "runtime_note": "This artifact is packed NVFP4 storage. Use the companion dequant loader or a native FP4 runtime adapter before expecting Blackwell speedups." | |
| } | |