Update README.md

README.md

@@ -4,14 +4,35 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- Anime
+- Flux
 widget:
-- text: 'animex, a vibrant cartoon drawing of a mans face is depicted. The mans eyes are a piercing blue, and he has a serious expression on his face. His hair is spiky, and his bangs are a darker shade of purple. His eyebrows are a lighter shade of brown, while his mouth is slightly open. He is wearing a red hoodie, and a black jacket with a white stripe down the center of his chest. The hoodie is draped over his shoulders, adding a pop of color to the otherwise monochromatic image. The background is a deep, vibrant purple, and there are a few wispy red lines running across the image, adding depth to the composition.'
+- text: >-
+    animex, a vibrant cartoon drawing of a mans face is depicted. The mans eyes
+    are a piercing blue, and he has a serious expression on his face. His hair
+    is spiky, and his bangs are a darker shade of purple. His eyebrows are a
+    lighter shade of brown, while his mouth is slightly open. He is wearing a
+    red hoodie, and a black jacket with a white stripe down the center of his
+    chest. The hoodie is draped over his shoulders, adding a pop of color to the
+    otherwise monochromatic image. The background is a deep, vibrant purple, and
+    there are a few wispy red lines running across the image, adding depth to
+    the composition.
   output:
     url: images/A11.png
-- text: 'animex, An animated cartoon of a boy with black hair and green eyes. He is wearing a blue and white collared shirt with a black collar. His ears are sticking out of his head. His eyes are large and round. His mouth is slightly open and has white spots on it. The background is a vibrant green color.'
+- text: >-
+    animex, An animated cartoon of a boy with black hair and green eyes. He is
+    wearing a blue and white collared shirt with a black collar. His ears are
+    sticking out of his head. His eyes are large and round. His mouth is
+    slightly open and has white spots on it. The background is a vibrant green
+    color.
   output:
     url: images/A33.png
-- text: 'animex, An animated image of a girl with long dark hair and blue eyes. The girl is holding a sword in her right hand. She is wearing a purple dress with a purple bow in her left hand. Her right hand is holding the sword in the left. Her left hand is positioned in front of her face. The sword is pointed towards the right. The background is filled with neon lights.'
+- text: >-
+    animex, An animated image of a girl with long dark hair and blue eyes. The
+    girl is holding a sword in her right hand. She is wearing a purple dress
+    with a purple bow in her left hand. Her right hand is holding the sword in
+    the left. Her left hand is positioned in front of her face. The sword is
+    pointed towards the right. The background is filled with neon lights.
   output:
     url: images/A44.png
 base_model: black-forest-labs/FLUX.1-dev
@@ -19,16 +40,52 @@ instance_prompt: Animex
 license: creativeml-openrail-m
 ---
 ![strangerzonehf/Flux-Animex-v2-LoRA](images/5.png)
+
 <Gallery />
 
+## Model description 
+
+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           | 35 & 4800|
+| Epoch                     | 20  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 57 [ 11@5 ] [ Hi -Res ]
+    
+  
+## Best Dimensions
+
+- 768 x 1024 (Best)
+- 1024 x 1024 (Default)
 
+## 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-Animex-v2-LoRA"
+trigger_word = "Animex"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 ## Trigger words
 
 You should use `Animex` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
-[Download](/strangerzonehf/Flux-Animex-v2-LoRA/tree/main) them in the Files & versions tab.
+[Download](/strangerzonehf/Flux-Animex-v2-LoRA/tree/main) them in the Files & versions tab.