Update README.md

README.md

@@ -4,17 +4,45 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- 3DXL
+- Flux
+- Character-3D
 widget:
-- text: '3DXLP3, a vibrant red womans face is adorned with a black collar and a black shirt. Her hair is a vibrant shade of red, adding a pop of color to her face. Her eyes are a piercing blue, and her eyebrows are a darker shade of brown. Her lips are a lighter shade of pink, and she is smiling slightly at the moment. The backdrop is a dark gray, creating a stark contrast to her red dress.'
+- text: >-
+    3DXLP3, a vibrant red womans face is adorned with a black collar and a black
+    shirt. Her hair is a vibrant shade of red, adding a pop of color to her
+    face. Her eyes are a piercing blue, and her eyebrows are a darker shade of
+    brown. Her lips are a lighter shade of pink, and she is smiling slightly at
+    the moment. The backdrop is a dark gray, creating a stark contrast to her
+    red dress.
   output:
     url: images/111.png
-- text: '3DXLP3, a man dressed in a black jacket, white shirt, black tie, and a blue vest with a black belt. He is holding a black gun in his right hand, aiming it towards the right side of the frame. His hair is short and dark brown, and he has a serious expression on his face. The backdrop is a light gray, and the mans shadow is cast on the left side of his chest.'
+- text: >-
+    3DXLP3, a man dressed in a black jacket, white shirt, black tie, and a blue
+    vest with a black belt. He is holding a black gun in his right hand, aiming
+    it towards the right side of the frame. His hair is short and dark brown,
+    and he has a serious expression on his face. The backdrop is a light gray,
+    and the mans shadow is cast on the left side of his chest.
   output:
     url: images/222.png
-- text: '3DXLP3, a 3D rendering of a muscular man stands in front of a gray backdrop. He is dressed in a red headband, white wrist bands, and a pair of yellow sunglasses. His left arm is raised in the air, while his right arm is bent at the elbow. His right hand is resting on his hip, and his left hand is positioned in a way that he is pointing to the left. He has a beard, mustache, and dark hair, and is wearing a red and yellow swimsuit with white stars on the bottom. His legs are covered in a light-colored pair of socks, and the socks are a bright yellow color'
+- text: >-
+    3DXLP3, a 3D rendering of a muscular man stands in front of a gray backdrop.
+    He is dressed in a red headband, white wrist bands, and a pair of yellow
+    sunglasses. His left arm is raised in the air, while his right arm is bent
+    at the elbow. His right hand is resting on his hip, and his left hand is
+    positioned in a way that he is pointing to the left. He has a beard,
+    mustache, and dark hair, and is wearing a red and yellow swimsuit with white
+    stars on the bottom. His legs are covered in a light-colored pair of socks,
+    and the socks are a bright yellow color
   output:
     url: images/333.png
-- text: '3DXLP3, A close-up shot of a black mans face, positioned in front of a gray backdrop. He is wearing a blue baseball cap with a white number 3 embroidered on the front of the cap. His earrings are adorned with silver earrings. His mouth is slightly open, with a black mustache and beard. His eyebrows are dark and goatee, adding a touch of texture to his face. He is wearing a dark blue t-shirt with a collar.'
+- text: >-
+    3DXLP3, A close-up shot of a black mans face, positioned in front of a gray
+    backdrop. He is wearing a blue baseball cap with a white number 3
+    embroidered on the front of the cap. His earrings are adorned with silver
+    earrings. His mouth is slightly open, with a black mustache and beard. His
+    eyebrows are dark and goatee, adding a touch of texture to his face. He is
+    wearing a dark blue t-shirt with a collar.
   output:
     url: images/444.png
 base_model: black-forest-labs/FLUX.1-dev
@@ -25,15 +53,55 @@ license: creativeml-openrail-m
 
 <Gallery />
 
+## Model description for 3DXL Partfile 0003
+
+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 & 2800 |
+| Epoch                     | 20   | Save Every N Epochs       | 1     |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 15
+
+## 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-3DXL-Partfile-0003"
+trigger_word = "3DXLP3"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 
 
 ## Trigger words
 
 You should use `3DXLP3` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
-[Download](/strangerzonehf/Flux-3DXL-Partfile-0003/tree/main) them in the Files & versions tab.
+[Download](/strangerzonehf/Flux-3DXL-Partfile-0003/tree/main) them in the Files & versions tab.