Initial commit

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text

.ipynb_checkpoints/config-checkpoint.json

@@ -0,0 +1,33 @@
+{
+  "_class_name": "SD3ControlNetModel",
+  "_diffusers_version": "0.32.0.dev0",
+  "_name_or_path": "/mnt/100.9_data/pcm/exp_bokeh",
+  "attention_head_dim": 64,
+  "caption_projection_dim": 1536,
+  "dual_attention_layers": [
+    0,
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+  ],
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+  "in_channels": 16,
+  "joint_attention_dim": 4096,
+  "num_attention_heads": 24,
+  "num_layers": 23,
+  "out_channels": 16,
+  "patch_size": 2,
+  "pooled_projection_dim": 2048,
+  "pos_embed_max_size": 384,
+  "qk_norm": "rms_norm",
+  "sample_size": 128
+}

README.md

@@ -0,0 +1,77 @@
+---
+license: other
+license_name: stabilityai-ai-community
+license_link: LICENSE.md
+language:
+- en
+base_model:
+- stabilityai/stable-diffusion-3.5-medium
+pipeline_tag: text-to-image
+---
+
+<div align="center">
+
+**Bokeh_Line_Control**
+
+<img src="show.jpg"/>
+</div>
+
+## Description
+
+- Input Image: Black and white line art or images processed with edge detection algorithms
+- Output Image: Generated images incorporating edge information
+
+This enables better control over the main subject features and composition, resulting in more vivid and realistic images.
+
+## Example
+| input | output | Prompt |
+|---|---|---|
+| ![input](./images/001_line.png) | ![output](./images/001.png) | A cat looks up, close-up, sapphire eyes |
+| ![input](./images/002_line.png) | ![output](./images/002.png) | heron bird standing, closeup, graceful |
+| ![input](./images/003_line.png) | ![output](./images/003.png) | a modern build design |
+| ![input](./images/004_line.png) | ![output](./images/004.png) | A old woman talking |
+
+## Use 
+We recommend using ComfyUI for local inference
+![input](./comfy.png)
+
+# With Bokeh
+```python
+import torch
+from diffusers import StableDiffusion3ControlNetPipeline
+from diffusers import SD3ControlNetModel
+from diffusers.utils import load_image
+
+controlnet = SD3ControlNetModel.from_pretrained("tensorart/Bokeh_Depth_Control")
+pipe = StableDiffusion3ControlNetPipeline.from_pretrained(
+    "tensorart/bokeh_3.5_medium",
+    controlnet=controlnet
+)
+pipe.to("cuda", torch.float16)
+
+control_image = load_image("https://huggingface.co/tensorart/Bokeh_Line_Control/resolve/main/images/001_line.png")
+prompt = "A cat looks up, close-up, sapphire eyes"
+negative_prompt ="anime,render,cartoon,3d"
+negative_prompt_3=""
+
+image = pipe(
+    prompt, 
+    num_inference_steps=30,
+    negative_prompt=negative_prompt, 
+    control_image=control_image, 
+    height=1728,
+    width=1152,
+    guidance_scale=4,
+    controlnet_conditioning_scale=0.8
+).images[0]
+image.save('image.jpg')
+```
+
+## Contact
+* Website: https://tensor.art  https://tusiart.com
+* Developed by: TensorArt
+* Api: https://tams.tensor.art/
+
+
+
+

bokeh_cn_workflow.json

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+}

config.json

@@ -0,0 +1,33 @@
+{
+  "_class_name": "SD3ControlNetModel",
+  "_diffusers_version": "0.32.0.dev0",
+  "_name_or_path": "tensorart/bokeh_3.5_medium",
+  "attention_head_dim": 64,
+  "caption_projection_dim": 1536,
+  "dual_attention_layers": [
+    0,
+    1,
+    2,
+    3,
+    4,
+    5,
+    6,
+    7,
+    8,
+    9,
+    10,
+    11,
+    12
+  ],
+  "extra_conditioning_channels": 0,
+  "in_channels": 16,
+  "joint_attention_dim": 4096,
+  "num_attention_heads": 24,
+  "num_layers": 23,
+  "out_channels": 16,
+  "patch_size": 2,
+  "pooled_projection_dim": 2048,
+  "pos_embed_max_size": 384,
+  "qk_norm": "rms_norm",
+  "sample_size": 128
+}

diffusion_pytorch_model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e49e3335f1eae053084fcfe6766c2edd89b3089ba46f7d7cd650826d00825d01
+size 4930003400