Update README.md

README.md

@@ -4,14 +4,37 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- Aura++
+- Aura9999
+- Glow
+- Illusion
+- Render
 widget:
-- text: 'Aura 9999, a close-up of a womans face is visible. The womans eyes are a piercing yellow, while her lips are a darker shade of brown. Her hair is a mix of black and white, and she is wearing a headband that is adorned with orange lights. The background is a dark gray, and the womans head is encased in a layer of orange lights, creating a striking contrast to her face.'
+- text: >-
+    Aura 9999, a close-up of a womans face is visible. The womans eyes are a
+    piercing yellow, while her lips are a darker shade of brown. Her hair is a
+    mix of black and white, and she is wearing a headband that is adorned with
+    orange lights. The background is a dark gray, and the womans head is encased
+    in a layer of orange lights, creating a striking contrast to her face.
   output:
     url: images/A1.png
-- text: 'Aura 9999, a hamburger is captured in a vibrant blue-green glow. The hamburger bun is adorned with sesame seeds, adding a pop of color to the otherwise monochromatic scene. The burger is situated in the center of the frame, with a layer of lettuce surrounding it. The lettuce is a vibrant shade of green, while the tomato slices are a vibrant red. The sandwich is positioned in front of a backdrop of smoke, creating a stark contrast to the burger. The lighting is subdued in the foreground, adding depth to the composition.'
+- text: >-
+    Aura 9999, a hamburger is captured in a vibrant blue-green glow. The
+    hamburger bun is adorned with sesame seeds, adding a pop of color to the
+    otherwise monochromatic scene. The burger is situated in the center of the
+    frame, with a layer of lettuce surrounding it. The lettuce is a vibrant
+    shade of green, while the tomato slices are a vibrant red. The sandwich is
+    positioned in front of a backdrop of smoke, creating a stark contrast to the
+    burger. The lighting is subdued in the foreground, adding depth to the
+    composition.
   output:
     url: images/A2.png
-- text: 'Aura 9999, a silhouette of a mans face can be seen in front of a dark background. The mans head is facing towards the right side of the frame, and his eyes are slightly open. His hair is a mix of brown and yellow, and he has a slight smile on his face. His mouth is slightly open, and there is a line of fire behind him, adding a touch of warmth to the scene.'
+- text: >-
+    Aura 9999, a silhouette of a mans face can be seen in front of a dark
+    background. The mans head is facing towards the right side of the frame, and
+    his eyes are slightly open. His hair is a mix of brown and yellow, and he
+    has a slight smile on his face. His mouth is slightly open, and there is a
+    line of fire behind him, adding a touch of warmth to the scene.
   output:
     url: images/A3.png
 base_model: black-forest-labs/FLUX.1-dev
@@ -22,15 +45,54 @@ license: creativeml-openrail-m
 
 <Gallery />
 
+- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
 
+**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 
+
+**prithivMLmods/Aura-9999**
+
+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           | 22 & 2390|
+| Epoch                     | 13n  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 17 [ Hi-RES ]
+    
+## Best Dimensions
+
+- 1024 x 1024 (Default)
+  
+## Setting Up
+```
+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 = "prithivMLmods/Aura-9999"
+trigger_word = "Aura 9999"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 ## Trigger words
 
 You should use `Aura 9999` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
 
-[Download](/prithivMLmods/Aura-9999/tree/main) them in the Files & versions tab.
+[Download](/prithivMLmods/Aura-9999/tree/main) them in the Files & versions tab.