Update README.md

README.md

@@ -4,10 +4,17 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- Doodle
 widget:
-- text: '-'
+- text: 'Simple Doodle, A cartoon drawing of a woman with long dark brown hair and a white face. The womans face has black eyes, a black nose, and a black smile. She is wearing a peach colored top with a white collar. The background is a light beige color.'
   output:
-    url: images/5d7847e8-d8c5-4272-aa39-dc6479e82cfd.webp
+    url: images/SD1.webp
+- text: 'Simple Doodle, A cartoon drawing of a mountain range with snow on it. The mountain range is outlined in a light green color. There is a pink mountain range in the middle of the mountain range. There are trees in the bottom left corner of the image. The sky is a light blue color and there are clouds in the top right corner. The sun is shining through the clouds.'
+  output:
+    url: images/SD2.webp
+- text: 'Simple Doodle, A cartoon drawing of a boy with short black hair and a yellow shirt. The boy has a smile on his face. The background is a peach color and there are green leaves on either side of the boy. There are white dots on the peach color background.'
+  output:
+    url: images/SD3.webp
 base_model: stabilityai/stable-diffusion-3.5-large-turbo
 instance_prompt: Simple Doodle
 license: creativeml-openrail-m
@@ -16,14 +23,61 @@ license: creativeml-openrail-m
 
 <Gallery />
 
+**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
+
+## Model description 
+
+**prithivMLmods/Simple-Doodle-SD3.5-Turbo**
+
+Image Processing Parameters 
+
+| Parameter                 | Value  | Parameter                 | Value  |
+|---------------------------|--------|---------------------------|--------|
+| LR Scheduler              | constant | Noise Offset              | 0.03   |
+| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
+| Network Dim               | 64     | Multires Noise Iterations | 10     |
+| Network Alpha             | 32     | Repeat & Steps           | 20 & 2300 |
+| Epoch                     | 10     | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 18
+
+## App File Structure
+
+/project-root/
+
+├── .gitattributes         
+├── README.md      
+├── app.py             
+├── pythonproject.py     
+
+
+## Setting Up
+
+```
+from diffusers import DiffusionPipeline
+import torch
+
+device = "cuda" if torch.cuda.is_available() else "cpu"
+model_repo_id = "stabilityai/stable-diffusion-3.5-large-turbo"
+
+torch_dtype = torch.bfloat16 if torch.cuda.is_available() else torch.float32
+
+pipe = DiffusionPipeline.from_pretrained(model_repo_id, torch_dtype=torch_dtype)
+pipe = pipe.to(device)
+
+pipe.load_lora_weights("prithivMLmods/Simple-Doodle-SD3.5-Turbo", weight_name="SD3.5-Turbo-Realism-2.0-LoRA.safetensors")
+trigger_word = "Simple Doodle"  
+pipe.fuse_lora(lora_scale=1.0)
+```
 
 ## Trigger words
 
 You should use `Simple Doodle` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
-[Download](/prithivMLmods/Simple-Doodle-SD3.5-Turbo/tree/main) them in the Files & versions tab.
+[Download](/prithivMLmods/Simple-Doodle-SD3.5-Turbo/tree/main) them in the Files & versions tab.