Update README.md

README.md

@@ -24,16 +24,55 @@ base_model: black-forest-labs/FLUX.1-dev
 instance_prompt: Real Claymation
 license: apache-2.0
 ---
-# Real-Claymation
+![szdfcvsd.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/zE3YsMK-NZHqXABBpp8Eu.png)
 
 <Gallery />
 
+# Model description for Real-Claymation
+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           | 25 & 3100 |
+| Epoch                     | 21   | Save Every N Epochs       | 1    |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 28
+
+## Best Dimensions & Inference
+
+| **Dimensions** | **Aspect Ratio** | **Recommendation**       |
+|-----------------|------------------|---------------------------|
+| 1280 x 832      | 3:2              | Best                     |
+| 1024 x 1024     | 1:1              | Default                  |
+
+### Inference Range
+
+- **Recommended Inference Steps:** 30–35
+
+## Setting Up
+```python
+import torch
+from pipelines import DiffusionPipeline
+
+base_model = "black-forest-labs/FLUX.1-dev"
+pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
+
+lora_repo = "strangerzonehf/Real-Claymation"
+trigger_word = "333 Pro Sketch"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 ## Trigger words
 
 You should use `Real Claymation` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.