digitalbrain79
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Browse files- README.md +13 -0
- model_index.json +38 -0
- scheduler/scheduler_config.json +18 -0
- text_encoder/config.json +25 -0
- text_encoder/coreml_model.mlmodelc/analytics/coremldata.bin +3 -0
- text_encoder/coreml_model.mlmodelc/coremldata.bin +3 -0
- text_encoder/coreml_model.mlmodelc/metadata.json +85 -0
- text_encoder/coreml_model.mlmodelc/model.mil +0 -0
- text_encoder/coreml_model.mlmodelc/weights/weight.bin +3 -0
- text_encoder_2/config.json +24 -0
- text_encoder_2/coreml_model.mlmodelc/analytics/coremldata.bin +3 -0
- text_encoder_2/coreml_model.mlmodelc/coremldata.bin +3 -0
- text_encoder_2/coreml_model.mlmodelc/metadata.json +85 -0
- text_encoder_2/coreml_model.mlmodelc/model.mil +0 -0
- text_encoder_2/coreml_model.mlmodelc/weights/weight.bin +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +33 -0
- tokenizer/vocab.json +0 -0
- tokenizer_2/merges.txt +0 -0
- tokenizer_2/special_tokens_map.json +24 -0
- tokenizer_2/tokenizer_config.json +33 -0
- tokenizer_2/vocab.json +0 -0
- unet/config.json +70 -0
- unet/coreml_model.mlmodelc/analytics/coremldata.bin +3 -0
- unet/coreml_model.mlmodelc/coremldata.bin +3 -0
- unet/coreml_model.mlmodelc/metadata.json +225 -0
- unet/coreml_model.mlmodelc/model.mil +0 -0
- unet/coreml_model.mlmodelc/weights/weight.bin +3 -0
- vae_decoder/config.json +32 -0
- vae_decoder/coreml_model.mlmodelc/analytics/coremldata.bin +3 -0
- vae_decoder/coreml_model.mlmodelc/coremldata.bin +3 -0
- vae_decoder/coreml_model.mlmodelc/metadata.json +77 -0
- vae_decoder/coreml_model.mlmodelc/model.mil +0 -0
- vae_decoder/coreml_model.mlmodelc/weights/weight.bin +3 -0
- vae_encoder/config.json +32 -0
- vae_encoder/coreml_model.mlmodelc/analytics/coremldata.bin +3 -0
- vae_encoder/coreml_model.mlmodelc/coremldata.bin +3 -0
- vae_encoder/coreml_model.mlmodelc/metadata.json +76 -0
- vae_encoder/coreml_model.mlmodelc/model.mil +0 -0
- vae_encoder/coreml_model.mlmodelc/weights/weight.bin +3 -0
README.md
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---
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license: openrail++
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tags:
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- sdxl
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- coreml
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- stablediffusion
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- dreamshaper
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library_name: diffusers
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---
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Converted [DreamShaper XL](https://civitai.com/models/112902/dreamshaper-xl?modelVersionId=354657) to CoreML.
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## Usage
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[https://github.com/digitalbrain79/diffusers_coreml.git](https://github.com/digitalbrain79/diffusers_coreml.git)
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model_index.json
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{
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"_class_name": "StableDiffusionXLPipeline",
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"_diffusers_version": "0.19.0.dev0",
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"force_zeros_for_empty_prompt": true,
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"add_watermarker": null,
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"scheduler": [
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"diffusers",
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"EulerDiscreteScheduler"
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],
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"text_encoder": [
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"transformers",
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"CLIPTextModel"
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],
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"text_encoder_2": [
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"transformers",
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"CLIPTextModelWithProjection"
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],
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"tokenizer": [
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"transformers",
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"CLIPTokenizer"
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],
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"tokenizer_2": [
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"transformers",
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"CLIPTokenizer"
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],
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"unet": [
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"diffusers",
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"UNet2DConditionModel"
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],
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"vae_encoder": [
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"diffusers",
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"AutoencoderKL"
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],
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"vae_decoder": [
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"diffusers",
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"AutoencoderKL"
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]
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}
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scheduler/scheduler_config.json
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{
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"_class_name": "EulerDiscreteScheduler",
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"_diffusers_version": "0.19.0.dev0",
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"beta_end": 0.012,
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"beta_schedule": "scaled_linear",
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"beta_start": 0.00085,
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"clip_sample": false,
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"interpolation_type": "linear",
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"num_train_timesteps": 1000,
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"prediction_type": "epsilon",
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"sample_max_value": 1.0,
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"set_alpha_to_one": false,
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"skip_prk_steps": true,
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"steps_offset": 1,
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"timestep_spacing": "leading",
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"trained_betas": null,
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"use_karras_sigmas": false
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}
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text_encoder/config.json
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{
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
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"hidden_size": 768,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"projection_dim": 768,
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"torch_dtype": "float16",
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"transformers_version": "4.32.0.dev0",
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"vocab_size": 49408
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}
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text_encoder/coreml_model.mlmodelc/analytics/coremldata.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0db95ce4b2f6033f9afc25f599c997ca94c489bedfb8ae2110284814de788cac
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size 243
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text_encoder/coreml_model.mlmodelc/coremldata.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:1ba0eed8c77eb51159a81ed74c77aa641e6a00186be2a905ab53d32d1d02f250
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size 919
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text_encoder/coreml_model.mlmodelc/metadata.json
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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 1 × 77 × 768)",
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"shortDescription" : "Hidden states after the encoder layers",
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"shape" : "[1, 77, 768]",
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"name" : "hidden_embeds",
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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" : "Float32",
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"formattedType" : "MultiArray (Float32 1 × 768)",
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"shortDescription" : "The version of the `last_hidden_state` output after pooling",
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"shape" : "[1, 768]",
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"name" : "pooled_outputs",
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"type" : "MultiArray"
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}
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],
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"version" : "stabilityai\/stable-diffusion-xl-base-1.0",
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"modelParameters" : [
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],
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"author" : "Please refer to the Model Card available at huggingface.co\/stabilityai\/stable-diffusion-xl-base-1.0",
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"specificationVersion" : 7,
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"storagePrecision" : "Mixed (Float16, Palettized (6 bits))",
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"license" : "OpenRAIL++-M (https:\/\/huggingface.co\/stabilityai\/stable-diffusion-xl-base-1.0\/blob\/main\/LICENSE.md)",
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"mlProgramOperationTypeHistogram" : {
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"Ios16.cast" : 3,
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"Ios16.mul" : 36,
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"Ios16.layerNorm" : 25,
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"Ios16.constexprLutToDense" : 86,
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"Stack" : 1,
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"Transpose" : 48,
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"Ios16.sigmoid" : 12,
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"Ios16.linear" : 72,
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"Ios16.add" : 37,
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"Ios16.matmul" : 24,
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"Ios16.softmax" : 12,
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"Ios16.gatherNd" : 1,
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"Ios16.gather" : 1,
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"Ios16.reshape" : 120,
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"Ios16.reduceArgmax" : 1
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},
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"computePrecision" : "Mixed (Float16, Float32, 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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"visionOS" : "1.0",
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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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"dataType" : "Float32",
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"formattedType" : "MultiArray (Float32 1 × 77)",
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"shortDescription" : "The token ids that represent the input text",
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"shape" : "[1, 77]",
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"name" : "input_ids",
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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.source_dialect" : "TorchScript",
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"com.github.apple.coremltools.source" : "torch==2.2.0",
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"com.github.apple.coremltools.version" : "7.2"
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},
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"generatedClassName" : "Stable_Diffusion_version_stabilityai_stable_diffusion_xl_base_1_0_text_encoder",
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"method" : "predict"
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}
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]
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text_encoder/coreml_model.mlmodelc/model.mil
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text_encoder/coreml_model.mlmodelc/weights/weight.bin
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version https://git-lfs.github.com/spec/v1
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size 139866304
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text_encoder_2/config.json
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{
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"architectures": [
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"CLIPTextModelWithProjection"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_size": 1280,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 5120,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 20,
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"num_hidden_layers": 32,
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"pad_token_id": 1,
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"projection_dim": 1280,
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"torch_dtype": "float16",
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"transformers_version": "4.32.0.dev0",
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"vocab_size": 49408
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}
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text_encoder_2/coreml_model.mlmodelc/analytics/coremldata.bin
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version https://git-lfs.github.com/spec/v1
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size 243
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text_encoder_2/coreml_model.mlmodelc/coremldata.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f870abd2c0d1b22ce938f7279b7b64eb80318909ed52020b627153cc00c428c
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size 919
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text_encoder_2/coreml_model.mlmodelc/metadata.json
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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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"dataType" : "Float32",
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