Update README.md

README.md

@@ -32,7 +32,66 @@ 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 
+
+Canopus Photo Realism
+
+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 & 1000 |
+| Epoch                     | 10     | Save Every N Epochs       | 1      |
+
+## SETTING-UP
+
+```py
+    pipe = StableDiffusionXLPipeline.from_pretrained(
+        "-------------xxxxxxxxx----------",
+        torch_dtype=torch.float16,
+        use_safetensors=True,
+    )
+                    (or)
+-----------------------------------------------------------
+    pipe = StableDiffusionXLPipeline.from_pretrained(
+        "stabilityai/stable-diffusion-xl-base-1.0",
+        torch_dtype=torch.float16,
+        use_safetensors=True,
+    )
+    pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
+    
+    pipe.load_lora_weights("prithivMLmods/Canopus-Clothing-Adp-LoRA", weight_name="Canopus-Dress-Clothing-LoRA.safetensors", adapter_name="clth")
+    pipe.set_adapters("clth")
+    pipe.to("cuda")
+```
+## Trigger prompts
+
+      Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'Graytheory', the design is minimal, with a raised collar, fabric is a dark grey, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
+      
+      Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'yellow theory', the design is minimal, with a raised collar, fabric is a light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
+      
+      Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'red theory', the design is minimal, with a raised collar, fabric is a light red, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
+      
+      Front view, capture a urban style, Batman Hoodie, technical materials, fabric small point label on text 'Black theory', the design is minimal, with a raised collar, fabric is a Light red, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
+      
+      Front view, capture a urban style, Superman Hoodie, technical materials, fabric small point label on text 'Blue theory', the design is minimal, with a raised collar, fabric is a Light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
+      
+      Front view, capture a urban style, Gta Hoodie, technical materials, fabric small point label on text 'Green theory', the design is minimal, with a raised collar, fabric is a Rose, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
+
+| Parameter       | Value                                                                                 |
+|-----------------|---------------------------------------------------------------------------------------|
+| Prompt          | Front view, capture a urban style, Superman Hoodie, technical materials, fabric small point label on text 'Blue theory', the design is minimal, with a raised collar, fabric is a Light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt |
+| Sampler         | euler                                                                                 |
+
+
+## Trigger words
+
+You should use **`Dress, Cloth, Cloth style, Material Style`** to trigger the image generation.
 
 ## Download model