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coreml-stable-diffusion-2-1-base-palettized

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coreml-stable-diffusion-2-1-base-palettized
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[
  {
    "shortDescription" : "Stable Diffusion generates images conditioned on text and\/or other images as input through the diffusion process. Please refer to https:\/\/arxiv.org\/abs\/2112.10752 for details.",
    "metadataOutputVersion" : "3.0",
    "outputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32)",
        "shortDescription" : "The token embeddings as encoded by the Transformer model",
        "shape" : "[]",
        "name" : "last_hidden_state",
        "type" : "MultiArray"
      },
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32)",
        "shortDescription" : "The version of the `last_hidden_state` output after pooling",
        "shape" : "[]",
        "name" : "pooled_outputs",
        "type" : "MultiArray"
      }
    ],
    "version" : "stabilityai\/stable-diffusion-2-1-base",
    "modelParameters" : [

    ],
    "author" : "Please refer to the Model Card available at huggingface.co\/stabilityai\/stable-diffusion-2-1-base",
    "specificationVersion" : 7,
    "storagePrecision" : "Mixed (Float16, Palettized (6 bits))",
    "license" : "OpenRAIL (https:\/\/huggingface.co\/spaces\/CompVis\/stable-diffusion-license)",
    "mlProgramOperationTypeHistogram" : {
      "Ios16.cast" : 3,
      "Ios16.mul" : 23,
      "Ios16.layerNorm" : 47,
      "Ios16.constexprLutToDense" : 163,
      "Stack" : 1,
      "Transpose" : 115,
      "Ios16.linear" : 138,
      "Ios16.add" : 70,
      "Ios16.matmul" : 46,
      "Ios16.gelu" : 23,
      "Ios16.softmax" : 23,
      "Ios16.gatherNd" : 1,
      "Ios16.gather" : 1,
      "Ios16.reshape" : 230,
      "Ios16.reduceArgmax" : 1
    },
    "computePrecision" : "Mixed (Float16, Float32, Int32)",
    "isUpdatable" : "0",
    "availability" : {
      "macOS" : "13.0",
      "tvOS" : "16.0",
      "watchOS" : "9.0",
      "iOS" : "16.0",
      "macCatalyst" : "16.0"
    },
    "modelType" : {
      "name" : "MLModelType_mlProgram"
    },
    "inputSchema" : [
      {
        "hasShapeFlexibility" : "0",
        "isOptional" : "0",
        "dataType" : "Float32",
        "formattedType" : "MultiArray (Float32 1 × 77)",
        "shortDescription" : "The token ids that represent the input text",
        "shape" : "[1, 77]",
        "name" : "input_ids",
        "type" : "MultiArray"
      }
    ],
    "userDefinedMetadata" : {
      "com.github.apple.coremltools.version" : "7.0b1",
      "com.github.apple.coremltools.source" : "torch==2.0.1"
    },
    "generatedClassName" : "Stable_Diffusion_version_stabilityai_stable_diffusion_2_1_base_text_encoder",
    "method" : "predict"
  }
]