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[ |
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{ |
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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.", |
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"metadataOutputVersion" : "3.0", |
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"outputSchema" : [ |
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{ |
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"hasShapeFlexibility" : "0", |
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"isOptional" : "0", |
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"dataType" : "Float32", |
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"formattedType" : "MultiArray (Float32)", |
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"shortDescription" : "The latent embeddings from the unet model from the input image.", |
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"shape" : "[]", |
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"name" : "latent_dist", |
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"type" : "MultiArray" |
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} |
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], |
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"version" : "stabilityai\/stable-diffusion-2-1-base", |
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"modelParameters" : [ |
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|
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], |
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"author" : "Please refer to the Model Card available at huggingface.co\/stabilityai\/stable-diffusion-2-1-base", |
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"specificationVersion" : 7, |
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"storagePrecision" : "Float16", |
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"license" : "OpenRAIL (https:\/\/huggingface.co\/spaces\/CompVis\/stable-diffusion-license)", |
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"mlProgramOperationTypeHistogram" : { |
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"Transpose" : 7, |
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"Ios16.exp" : 1, |
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"Ios16.reduceMean" : 44, |
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"Ios16.softmax" : 1, |
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"Split" : 1, |
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"Ios16.linear" : 4, |
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"Ios16.add" : 35, |
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"Ios16.realDiv" : 22, |
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"Ios16.square" : 22, |
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"Pad" : 3, |
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"Ios16.sub" : 22, |
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"Ios16.cast" : 1, |
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"Ios16.clip" : 1, |
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"Ios16.conv" : 28, |
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"Ios16.matmul" : 2, |
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"Ios16.reshape" : 54, |
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"Ios16.batchNorm" : 22, |
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"Ios16.silu" : 21, |
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"Ios16.sqrt" : 22, |
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"Ios16.mul" : 6 |
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}, |
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"computePrecision" : "Mixed (Float32, Float16, Int32)", |
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"isUpdatable" : "0", |
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"availability" : { |
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"macOS" : "13.0", |
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"tvOS" : "16.0", |
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"watchOS" : "9.0", |
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"iOS" : "16.0", |
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"macCatalyst" : "16.0" |
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}, |
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"modelType" : { |
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"name" : "MLModelType_mlProgram" |
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}, |
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"inputSchema" : [ |
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{ |
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"hasShapeFlexibility" : "0", |
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"isOptional" : "0", |
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"dataType" : "Float16", |
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"formattedType" : "MultiArray (Float16 1 × 3 × 512 × 512)", |
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"shortDescription" : "An image of the correct size to create the latent space with, image2image and in-painting.", |
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"shape" : "[1, 3, 512, 512]", |
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"name" : "sample", |
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"type" : "MultiArray" |
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}, |
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{ |
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"hasShapeFlexibility" : "0", |
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"isOptional" : "0", |
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"dataType" : "Float16", |
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"formattedType" : "MultiArray (Float16 1 × 4 × 64 × 64)", |
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"shortDescription" : "Latent noise for `DiagonalGaussianDistribution` operation.", |
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"shape" : "[1, 4, 64, 64]", |
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"name" : "diagonal_noise", |
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"type" : "MultiArray" |
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}, |
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{ |
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"hasShapeFlexibility" : "0", |
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"isOptional" : "0", |
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"dataType" : "Float16", |
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"formattedType" : "MultiArray (Float16 1 × 4 × 64 × 64)", |
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"shortDescription" : "Latent noise for use with strength parameter of image2image", |
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"shape" : "[1, 4, 64, 64]", |
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"name" : "noise", |
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"type" : "MultiArray" |
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}, |
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{ |
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"hasShapeFlexibility" : "0", |
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"isOptional" : "0", |
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"dataType" : "Float16", |
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"formattedType" : "MultiArray (Float16 1 × 1)", |
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"shortDescription" : "Precalculated `sqrt_alphas_cumprod` value based on strength and the current schedular's alphasCumprod values", |
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"shape" : "[1, 1]", |
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"name" : "sqrt_alphas_cumprod", |
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"type" : "MultiArray" |
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}, |
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{ |
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"hasShapeFlexibility" : "0", |
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"isOptional" : "0", |
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"dataType" : "Float16", |
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"formattedType" : "MultiArray (Float16 1 × 1)", |
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"shortDescription" : "Precalculated `sqrt_one_minus_alphas_cumprod` value based on strength and the current schedular's alphasCumprod values", |
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"shape" : "[1, 1]", |
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"name" : "sqrt_one_minus_alphas_cumprod", |
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"type" : "MultiArray" |
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} |
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], |
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"userDefinedMetadata" : { |
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"com.github.apple.coremltools.version" : "6.1", |
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"com.github.apple.coremltools.source" : "torch==1.13.1" |
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}, |
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"generatedClassName" : "Stable_Diffusion_version_stabilityai_stable_diffusion_2_1_base_vae_encoder", |
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"method" : "predict" |
|
} |
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] |