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README.md

@@ -1,3 +1,12 @@
----
-license: apache-2.0
----
+---
+library_name: transformers.js
+---
+
+https://huggingface.co/suredream/openboundary with ONNX weights to be compatible with Transformers.js.
+
+## Usage (Transformers.js)
+
+If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@xenova/transformers) using:
+```bash
+npm i @xenova/transformers
+```

config.json

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+{
+  "_name_or_path": "nielsr/slimsam-77-uniform",
+  "architectures": [
+    "SamModel"
+  ],
+  "initializer_range": 0.02,
+  "mask_decoder_config": {
+    "model_type": ""
+  },
+  "model_type": "sam",
+  "prompt_encoder_config": {
+    "model_type": ""
+  },
+  "transformers_version": "4.36.2",
+  "vision_config": {
+    "hidden_size": 168,
+    "mlp_dim": 696,
+    "model_type": ""
+  }
+}

onnx/prompt_encoder_mask_decoder.onnx

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+size 16557892

onnx/prompt_encoder_mask_decoder_fp16.onnx

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onnx/prompt_encoder_mask_decoder_quantized.onnx

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+size 4903810

onnx/vision_encoder.onnx

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onnx/vision_encoder_fp16.onnx

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+size 12170657

onnx/vision_encoder_quantized.onnx

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+size 8882165

preprocessor_config.json

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+{
+  "do_convert_rgb": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "SamImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "pad_size": {
+    "height": 1024,
+    "width": 1024
+  },
+  "processor_class": "SamProcessor",
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "longest_edge": 1024
+  }
+}

quantize_config.json

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+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "prompt_encoder_mask_decoder": {
+            "op_types": [
+                "Gather",
+                "Sin",
+                "Unsqueeze",
+                "Not",
+                "Cast",
+                "Equal",
+                "Neg",
+                "MatMul",
+                "Cos",
+                "OneHot",
+                "Transpose",
+                "Sub",
+                "Where",
+                "Erf",
+                "ConstantOfShape",
+                "ReduceMean",
+                "Shape",
+                "Range",
+                "Expand",
+                "Div",
+                "Relu",
+                "ConvTranspose",
+                "Tile",
+                "Concat",
+                "ScatterND",
+                "Sqrt",
+                "Slice",
+                "Mul",
+                "Constant",
+                "Pow",
+                "Reshape",
+                "Add",
+                "Softmax"
+            ],
+            "weight_type": "QInt8"
+        },
+        "vision_encoder": {
+            "op_types": [
+                "Gather",
+                "Sin",
+                "Unsqueeze",
+                "Cast",
+                "MatMul",
+                "Cos",
+                "Transpose",
+                "Sub",
+                "Pad",
+                "Erf",
+                "Conv",
+                "ConstantOfShape",
+                "Resize",
+                "ReduceMean",
+                "Shape",
+                "Range",
+                "Expand",
+                "Div",
+                "Tile",
+                "Mod",
+                "Squeeze",
+                "Concat",
+                "Sqrt",
+                "Split",
+                "Mul",
+                "Slice",
+                "Identity",
+                "Constant",
+                "Pow",
+                "Einsum",
+                "Reshape",
+                "Add",
+                "Softmax"
+            ],
+            "weight_type": "QUInt8"
+        }
+    }
+}