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README.md

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 ---
 license: openrail
 ---
+
+Recommended version of `diffusers` is `0.20.2` or `0.24.0` with `torch` `2`.
+
+Usage Example:
+```python
+import copy
+import torch
+import requests
+from PIL import Image
+from diffusers import DiffusionPipeline, EulerAncestralDiscreteScheduler, ControlNetModel
+
+# Load the pipeline
+pipeline: DiffusionPipeline = DiffusionPipeline.from_pretrained(
+    "sudo-ai/zero123plus-v1.2", custom_pipeline="sudo-ai/zero123plus-pipeline",
+    torch_dtype=torch.float16
+)
+normal_pipeline = copy.copy(pipeline)
+normal_pipeline.add_controlnet(ControlNetModel.from_pretrained(
+    "sudo-ai/controlnet-zp12-normal-gen-v1", torch_dtype=torch.float16
+), conditioning_scale=1.0)
+pipeline.to("cuda:0", torch.float16)
+normal_pipeline.to("cuda:0", torch.float16)
+# Run the pipeline
+cond = Image.open(requests.get("https://d.skis.ltd/nrp/sample-data/0_cond.png", stream=True).raw)
+genimg = pipeline(
+    cond,
+    prompt='', guidance_scale=4, num_inference_steps=75, width=640, height=960
+).images[0]
+normalimg = normal_pipeline(
+    cond, depth_image=genimg,
+    prompt='', guidance_scale=4, num_inference_steps=50, width=640, height=960
+).images[0]
+genimg.save("colors.png")
+normalimg.save("normals.png")
+```

config.json

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+{
+  "_class_name": "ControlNetModel",
+  "_diffusers_version": "0.24.0",
+  "act_fn": "silu",
+  "addition_embed_type": null,
+  "addition_embed_type_num_heads": 64,
+  "addition_time_embed_dim": null,
+  "attention_head_dim": [
+    5,
+    10,
+    20,
+    20
+  ],
+  "block_out_channels": [
+    320,
+    640,
+    1280,
+    1280
+  ],
+  "class_embed_type": null,
+  "conditioning_channels": 3,
+  "conditioning_embedding_out_channels": [
+    16,
+    32,
+    96,
+    256
+  ],
+  "controlnet_conditioning_channel_order": "rgb",
+  "cross_attention_dim": 1024,
+  "down_block_types": [
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "CrossAttnDownBlock2D",
+    "DownBlock2D"
+  ],
+  "downsample_padding": 1,
+  "encoder_hid_dim": null,
+  "encoder_hid_dim_type": null,
+  "flip_sin_to_cos": true,
+  "freq_shift": 0,
+  "global_pool_conditions": false,
+  "in_channels": 4,
+  "layers_per_block": 2,
+  "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,
+  "projection_class_embeddings_input_dim": null,
+  "resnet_time_scale_shift": "default",
+  "transformer_layers_per_block": 1,
+  "upcast_attention": false,
+  "use_linear_projection": true
+}

diffusion_pytorch_model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:40c9b62a5eafd4e857468e641f884b51f6f7ad571d8b0b057b1ede1a828b4272
+size 1456953560