packages/core/src/architectures/siglip.js (524 lines of code) (raw):

// NOTE: This file has been auto-generated. Do not edit directly. export default { model_type: "siglip", models: [ { model_id: "Marqo/marqo-fashionSigLIP", dtype: "uint8", architectures: [], ops: [ "Add", "Cast", "Concat", "ConvInteger", "DequantizeLinear", "Div", "DynamicQuantizeLinear", "Equal", "Erf", "Expand", "Gather", "MatMul", "MatMulInteger", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Split", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where", ], }, { model_id: "Marqo/marqo-fashionSigLIP", dtype: "fp32", architectures: [], ops: [ "Add", "Concat", "Conv", "Div", "Equal", "Erf", "Expand", "Gather", "Gemm", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Split", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where", ], }, { model_id: "Marqo/marqo-fashionSigLIP", dtype: "q4f16", architectures: [], ops: [ "Add", "Cast", "Concat", "Conv", "Div", "Equal", "Erf", "Expand", "Gather", "Gemm", "MatMul", "MatMulNBits", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Split", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where", ], }, { model_id: "Marqo/marqo-fashionSigLIP", dtype: "bnb4", architectures: [], ops: [ "Add", "Concat", "Conv", "Div", "Equal", "Erf", "Expand", "Gather", "Gemm", "MatMul", "MatMulBnb4", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Split", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where", ], }, { model_id: "Marqo/marqo-fashionSigLIP", dtype: "q4", architectures: [], ops: [ "Add", "Concat", "Conv", "Div", "Equal", "Erf", "Expand", "Gather", "Gemm", "MatMul", "MatMulNBits", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Split", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where", ], }, { model_id: "Marqo/marqo-fashionSigLIP", dtype: "fp16", architectures: [], ops: [ "Add", "Cast", "Concat", "Conv", "Div", "Equal", "Erf", "Expand", "Gather", "Gemm", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Split", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where", ], }, { model_id: "Xenova/siglip-base-patch16-224", dtype: "fp32", architectures: ["SiglipModel"], ops: [ "Abs", "Add", "Cast", "Concat", "Constant", "ConstantOfShape", "Conv", "Div", "Exp", "Expand", "Gather", "Gemm", "MatMul", "Mod", "Mul", "Pow", "ReduceMean", "ReduceSum", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "Xenova/siglip-base-patch16-224", dtype: "quantized", architectures: ["SiglipModel"], ops: [ "Abs", "Add", "Cast", "Concat", "Constant", "ConstantOfShape", "ConvInteger", "DequantizeLinear", "Div", "DynamicQuantizeLinear", "Exp", "Expand", "Gather", "MatMul", "MatMulInteger", "Mod", "Mul", "Pow", "ReduceMean", "ReduceSum", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "Xenova/siglip-large-patch16-256", dtype: "fp16", architectures: ["SiglipModel"], ops: [ "Add", "Cast", "Concat", "Constant", "ConstantOfShape", "Conv", "Div", "Expand", "Gather", "Gemm", "MatMul", "Mod", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "onnx-community/siglip2-base-patch16-256-ONNX", dtype: "uint8", architectures: [], ops: [ "Add", "Cast", "Concat", "ConvInteger", "DequantizeLinear", "Div", "DynamicQuantizeLinear", "Gather", "MatMul", "MatMulInteger", "Mul", "Pow", "ReduceL2", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "onnx-community/siglip2-base-patch16-256-ONNX", dtype: "q4", architectures: [], ops: [ "Add", "Concat", "Conv", "Div", "Gather", "Gemm", "MatMul", "MatMulNBits", "Mul", "Pow", "ReduceL2", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "onnx-community/siglip2-base-patch16-256-ONNX", dtype: "fp32", architectures: [], ops: [ "Add", "Concat", "Conv", "Div", "Gather", "Gemm", "MatMul", "Mul", "Pow", "ReduceL2", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "onnx-community/siglip2-base-patch16-256-ONNX", dtype: "q4f16", architectures: [], ops: [ "Add", "Cast", "Concat", "Conv", "Div", "Gather", "Gemm", "MatMul", "MatMulNBits", "Mul", "Pow", "ReduceL2", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "onnx-community/siglip2-base-patch16-256-ONNX", dtype: "bnb4", architectures: [], ops: [ "Add", "Concat", "Conv", "Div", "Gather", "Gemm", "MatMul", "MatMulBnb4", "Mul", "Pow", "ReduceL2", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "onnx-community/siglip2-base-patch16-256-ONNX", dtype: "fp16", architectures: [], ops: [ "Add", "Cast", "Concat", "Conv", "Div", "Gather", "Gemm", "MatMul", "Mul", "Pow", "ReduceL2", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, { model_id: "onnx-internal-testing/tiny-random-SiglipModel-ONNX", dtype: "fp32", architectures: ["SiglipModel"], ops: [ "Add", "Cast", "Concat", "Constant", "ConstantOfShape", "Conv", "Div", "Exp", "Expand", "Gather", "Gemm", "Identity", "MatMul", "Mod", "Mul", "Pow", "ReduceL2", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Tanh", "Tile", "Transpose", "Unsqueeze", ], }, ], };