Update README.md

README.md

@@ -4,14 +4,36 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- SD3.5
+- minimal-blacked
+- visual-design
+- stable-diffusion
 widget:
-- text: 'A vibrant blue lightning bolt logo is depicted against a solid blacked background. The lightning bolt is sharp and angular, with glowing blue edges that appear to radiate energy. Small electric sparks surround the bolt, adding dynamic movement to the design. The contrast between the bold blue and the deep black background creates a powerful and electrifying effect, making the logo stand out vividly.'
+- text: >-
+    A vibrant blue lightning bolt logo is depicted against a solid blacked
+    background. The lightning bolt is sharp and angular, with glowing blue edges
+    that appear to radiate energy. Small electric sparks surround the bolt,
+    adding dynamic movement to the design. The contrast between the bold blue
+    and the deep black background creates a powerful and electrifying effect,
+    making the logo stand out vividly.
   output:
     url: images/q1.webp
-- text: 'A sleek red flame logo is depicted against a deep blacked background. The flame has sharp, curved edges that taper to a fine point, with subtle gradients of red and orange, giving it a glowing, realistic effect. Small embers flicker around the flame, adding movement and intensity. The striking contrast between the fiery red and the dark black background creates a bold and captivating image that feels both warm and powerful.'
+- text: >-
+    A sleek red flame logo is depicted against a deep blacked background. The
+    flame has sharp, curved edges that taper to a fine point, with subtle
+    gradients of red and orange, giving it a glowing, realistic effect. Small
+    embers flicker around the flame, adding movement and intensity. The striking
+    contrast between the fiery red and the dark black background creates a bold
+    and captivating image that feels both warm and powerful.
   output:
     url: images/q2.webp
-- text: 'A bold silver gear logo is depicted against a solid blacked background. The gear has sharp, metallic edges and intricate inner details that give it a realistic, industrial look. Light reflections on the gear add a gleaming effect, making it appear polished and three-dimensional. The stark contrast between the shiny silver and the dark black background creates a modern and powerful impression, giving the logo a sleek, mechanical feel.'
+- text: >-
+    A bold silver gear logo is depicted against a solid blacked background. The
+    gear has sharp, metallic edges and intricate inner details that give it a
+    realistic, industrial look. Light reflections on the gear add a gleaming
+    effect, making it appear polished and three-dimensional. The stark contrast
+    between the shiny silver and the dark black background creates a modern and
+    powerful impression, giving the logo a sleek, mechanical feel.
   output:
     url: images/q3.webp
 base_model: stabilityai/stable-diffusion-3.5-large
@@ -22,14 +44,55 @@ 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.**
 
-## Trigger words
+## Model description 
 
-You should use `blacked` to trigger the image generation.
+**prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA**
 
+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           | 18 & 1600 |
+| Epoch                     | 10     | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 20 [ Hi-RES ]
+
+## Setting up
+
+```python
+import torch
+from diffusers import StableDiffusion3Pipeline
+
+pipe = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3.5-large", torch_dtype=torch.bfloat16)
+pipe.load_lora_weights("prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA", weight_name="SD3.5-Large-Minimal-Blacked-LoRA.safetensors")
+pipe.fuse_lora(lora_scale=1.0)
+pipe.to("cuda")
+
+prompt = "A bold silver gear logo is depicted against a solid blacked background. The gear has sharp, metallic edges and intricate inner details that give it a realistic, industrial look. Light reflections on the gear add a gleaming effect, making it appear polished and three-dimensional. The stark contrast between the shiny silver and the dark black background creates a modern and powerful impression, giving the logo a sleek, mechanical feel."
+negative_prompt = "(lowres, low quality, worst quality)"
+
+image = pipe(prompt=prompt,
+             negative_prompt=negative_prompt
+             num_inference_steps=24, 
+             guidance_scale=4.0,
+             width=960, height=1280,
+            ).images[0]
+image.save(f"example.jpg")
+```
+## Trigger words 🧨
+
+> [!WARNING]
+> **Trigger words:**  You should use `blacked` to trigger the image generation.
 
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
-[Download](/prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA/tree/main) them in the Files & versions tab.
+[Download](/prithivMLmods/SD3.5-Large-Minimal-Blacked-LoRA/tree/main) them in the Files & versions tab.