Update README.md

README.md

@@ -9,23 +9,79 @@ tags:
 - Art
 - Design
 widget:
-- text: '-'
+- text: 'NFT V4, Captured at eye-level, a close-up shot of a cats face is depicted. The cats fur is a vibrant shade of pink, with a mix of brown and yellow. The eyes are tinted black, with yellow accents. The ears of the cat are a light pink, and the cats nose is a darker pink. The background is a dark brown, adding a pop of color to the scene.'
   output:
-    url: images/d9b2a601b830851717dfc0640ed1c0f8.jpg
+    url: images/1.png
+- text: 'NFT V4, a close-up shot of a spiderman cat wearing a red and black spiderman costume. The cats face is adorned with a black nose, black ears, and white eyes. The background is a vibrant shade of pink, adding a pop of color to the scene.'
+  output:
+    url: images/2.png
+- text: 'NFT V4, Captured in a low-angle perspective, a medium-sized cats face is adorned with a maroon baseball cap, white sunglasses, and a silver chain around its ears. The cats eyes are tinted black, and the cats whiskers are white, adding a pop of color to the scene. Its mouth is slightly open, as if its lips are pursed. Its nose is a dark brown, and its mouth is a lighter shade of brown, while the cat is wearing a white t-shirt with a silver necklace around its neck. The background is a solid black, creating a stark contrast to the cat.'
+  output:
+    url: images/3.png
+- text: 'NFT V4, a medium-sized bulldog is adorned with a black leather jacket and a silver chain around its neck. The bulldogs eyes are covered in a pair of tinted sunglasses, adding a pop of color to the otherwise monochromatic image. The dogs mouth is slightly open, revealing a small white cigarette in its mouth. The background is a deep blue, creating a stark contrast to the dogs face.'
+  output:
+    url: images/4.png
+- text: 'NFT V4: A head-on close-up of a fluffy rabbits face with multicolored fur in shades of teal, purple, and white. The rabbit is wearing round gold-rimmed glasses and a black bowtie. Its nose is pale pink, and its whiskers are long and white. The background is a gradient of lavender and light yellow, adding a soft and dreamy feel to the scene.'
+  output:
+    url: images/5.png
+- text: 'NFT V4: A raccoon depicted in a playful pose, wearing a green hoodie with a "Game Over" text on the front. The raccoons fur is a mix of brown and gray with white accents on its face. Its nose is black, and it has mischievous green eyes. The background is a pixelated video game landscape with floating clouds and coins.'
+  output:
+    url: images/6.png
 base_model: black-forest-labs/FLUX.1-dev
 instance_prompt: NFT V4
 license: creativeml-openrail-m
 ---
-# Flux-NTFv4-Designs-LoRA
+![strangerzonehf/Flux-NTFv4-Designs-LoRA](images/xx.png)
 
 <Gallery />
 
+## Model description for NTFv4 Designs 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           | 25 & 3170 |
+| Epoch                     | 16   | Save Every N Epochs       | 1     |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 16
+
+## 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/Flux-NTFv4-Designs-LoRA"
+trigger_word = "NFT V4"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 
 ## Trigger words
 
 You should use `NFT V4` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.