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README.md

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+# SilversRealmix LCM - Onnx Olive DirectML Optimized 
+
+## Original Model
+https://civitai.com/models/226288/silvers-realmix-lcm-edition
+
+## C# Inference Demo
+https://github.com/TensorStack-AI/OnnxStack
+
+```csharp
+// Create Pipeline
+var pipeline = LatentConsistencyPipeline.CreatePipeline("D:\\Models\\SilversRealmix-LCM-onnx");
+
+// Prompt
+var promptOptions = new PromptOptions
+{
+    Prompt = "Illustrate a fierce barbarian man, with muscles rippling and wielding a massive axe, roaring in triumph"
+};
+
+// 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": "0.30.0.dev0",
+  "act_fn": "silu",
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+  "addition_embed_type_num_heads": 64,
+  "addition_time_embed_dim": null,
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+  "attention_type": "default",
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+  "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",
+  "reverse_transformer_layers_per_block": null,
+  "sample_size": 64,
+  "time_cond_proj_dim": null,
+  "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"
+  ],
+  "upcast_attention": false,
+  "use_linear_projection": false
+}

controlnet/model.onnx

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model_index.json

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+{
+  "_class_name": "LatentConsistencyModelPipeline",
+  "_diffusers_version": "0.30.0.dev0",
+  "feature_extractor": [
+    "transformers",
+    "CLIPImageProcessor"
+  ],
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+    null
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+  "requires_safety_checker": true,
+  "safety_checker": [
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+    "PNDMScheduler"
+  ],
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+  ],
+  "tokenizer": [
+    "transformers",
+    "CLIPTokenizer"
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+  "unet": [
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+    "UNet2DConditionModel"
+  ],
+  "vae": [
+    "diffusers",
+    "AutoencoderKL"
+  ]
+}

scheduler/scheduler_config.json

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+{
+  "_class_name": "PNDMScheduler",
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+  "beta_end": 0.012,
+  "beta_schedule": "scaled_linear",
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+  "clip_sample": false,
+  "num_train_timesteps": 1000,
+  "prediction_type": "epsilon",
+  "set_alpha_to_one": false,
+  "skip_prk_steps": true,
+  "steps_offset": 1,
+  "timestep_spacing": "leading",
+  "trained_betas": null
+}

text_encoder/config.json

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+{
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+  "model_type": "clip_text_model",
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+  "num_hidden_layers": 12,
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+  "projection_dim": 768,
+  "torch_dtype": "float16",
+  "transformers_version": "4.41.2",
+  "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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+}

tokenizer/tokenizer_config.json

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+{
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+  "do_lower_case": true,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "model_max_length": 77,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "CLIPTokenizer",
+  "unk_token": "<|endoftext|>"
+}

unet/config.json

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+{
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+  "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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