Initial Upload

README.md

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+# LCM Dreamshaper v7 - Onnx Olive DirectML Optimized 
+
+## Original Model
+https://huggingface.co/SimianLuo/LCM_Dreamshaper_v7
+
+## C# Inference Demo
+https://github.com/saddam213/OnnxStack
+
+```csharp
+// Create Pipeline
+var pipeline = LatentConsistencyPipeline.CreatePipeline("D:\\Models\\LCM_Dreamshaper_v7-onnx");
+
+// Prompt
+var promptOptions = new PromptOptions
+{
+    Prompt = "cat wearing battle armor holding a toy dinosaur"
+};
+
+// Run pipeline
+var result = await pipeline.GenerateImageAsync(promptOptions);
+
+// Save Image Result
+await result.SaveAsync("Result.png");
+```
+## Inference Result
+![Intro Image](Sample.png)

controlnet/config.json

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+{
+  "_class_name": "UNet2DConditionModel",
+  "_diffusers_version": "0.22.0.dev0",
+  "act_fn": "silu",
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+  "addition_embed_type_num_heads": 64,
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+  "attention_type": "default",
+  "block_out_channels": [
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+    640,
+    1280,
+    1280
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+  "class_embed_type": null,
+  "class_embeddings_concat": false,
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+  "conv_out_kernel": 3,
+  "cross_attention_dim": 768,
+  "cross_attention_norm": null,
+  "down_block_types": [
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "dropout": 0.0,
+  "dual_cross_attention": false,
+  "encoder_hid_dim": null,
+  "encoder_hid_dim_type": null,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "in_channels": 4,
+  "layers_per_block": 2,
+  "mid_block_only_cross_attention": null,
+  "mid_block_scale_factor": 1,
+  "mid_block_type": "UNetMidBlock2DCrossAttn",
+  "norm_eps": 1e-05,
+  "norm_num_groups": 32,
+  "num_attention_heads": null,
+  "num_class_embeds": null,
+  "only_cross_attention": false,
+  "out_channels": 4,
+  "projection_class_embeddings_input_dim": null,
+  "resnet_out_scale_factor": 1.0,
+  "resnet_skip_time_act": false,
+  "resnet_time_scale_shift": "default",
+  "sample_size": 96,
+  "time_cond_proj_dim": 256,
+  "time_embedding_act_fn": null,
+  "time_embedding_dim": null,
+  "time_embedding_type": "positional",
+  "timestep_post_act": null,
+  "transformer_layers_per_block": 1,
+  "up_block_types": [
+    "UpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D",
+    "CrossAttnUpBlock2D"
+  ],
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+  "use_linear_projection": false
+}

controlnet/model.onnx

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model_index.json

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+{
+  "_class_name": "LatentConsistencyModelPipeline",
+  "_diffusers_version": "0.22.0.dev0",
+  "feature_extractor": [
+    "transformers",
+    "CLIPImageProcessor"
+  ],
+  "requires_safety_checker": true,
+  "safety_checker": [
+    "stable_diffusion",
+    "StableDiffusionSafetyChecker"
+  ],
+  "scheduler": [
+    "diffusers",
+    "LCMScheduler"
+  ],
+  "text_encoder": [
+    "transformers",
+    "CLIPTextModel"
+  ],
+  "tokenizer": [
+    "transformers",
+    "CLIPTokenizer"
+  ],
+  "unet": [
+    "diffusers",
+    "UNet2DConditionModel"
+  ],
+  "vae": [
+    "diffusers",
+    "AutoencoderKL"
+  ]
+}

safety_checker/config.json

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+{
+  "_name_or_path": "digiplay/DreamShaper_7",
+  "architectures": [
+    "StableDiffusionSafetyChecker"
+  ],
+  "initializer_factor": 1.0,
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+  "model_type": "clip",
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+  "text_config": {
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+    "dropout": 0.0,
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+    "intermediate_size": 3072,
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+    "intermediate_size": 4096,
+    "model_type": "clip_vision_model",
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+    "num_hidden_layers": 24,
+    "patch_size": 14
+  }
+}

safety_checker/model.onnx

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scheduler/scheduler_config.json

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+}

text_encoder/config.json

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+{
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+  "architectures": [
+    "CLIPTextModel"
+  ],
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+  "hidden_act": "quick_gelu",
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+  "initializer_factor": 1.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 77,
+  "model_type": "clip_text_model",
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+  "num_hidden_layers": 12,
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+  "projection_dim": 768,
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.0.dev0",
+  "vocab_size": 49408
+}

text_encoder/model.onnx

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tokenizer/model.onnx

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tokenizer/special_tokens_map.json

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+{
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+  "unk_token": "<|endoftext|>"
+}

tokenizer/tokenizer_config.json

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+{
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+  "unk_token": "<|endoftext|>"
+}

unet/config.json

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+{
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+  "_diffusers_version": "0.22.0.dev0",
+  "act_fn": "silu",
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unet/model.onnx

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vae_decoder/config.json

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vae_encoder/config.json

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