Update README.md

README.md

@@ -4,14 +4,37 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- B&W
+- Bold
+- Shadows
+- Color
 widget:
-- text: 'Bold Shadows, Captured in a black and white monochromatic shot, a woman stands in front of a backdrop of leaves and shadows. She is wearing a black bra, her hair cascades over her shoulders. Her eyes are squinted and her lips are pursed. Her hair is long and cascades in a ponytail, adding a touch of movement to her face. The wall behind her is made up of white tiles, creating a stark contrast to the womans body.'
+- text: >-
+    Bold Shadows, Captured in a black and white monochromatic shot, a woman
+    stands in front of a backdrop of leaves and shadows. She is wearing a black
+    bra, her hair cascades over her shoulders. Her eyes are squinted and her
+    lips are pursed. Her hair is long and cascades in a ponytail, adding a touch
+    of movement to her face. The wall behind her is made up of white tiles,
+    creating a stark contrast to the womans body.
   output:
     url: images/BS1.png
-- text: 'Bold Shadows, Captured in a black and white monochromatic shot, a woman stands in a short black dress, her long, wavy hair cascades over her shoulders. The womans left leg is bent at the knee, while her right leg is straight at the elbow. She is leaning against a wall, her left arm is resting on the wall, adding a touch of balance to the scene. The sun is shining down, creating a shadow on the right side of the image. To the left of the woman, there are tall buildings, their windows reflecting off of them.'
+- text: >-
+    Bold Shadows, Captured in a black and white monochromatic shot, a woman
+    stands in a short black dress, her long, wavy hair cascades over her
+    shoulders. The womans left leg is bent at the knee, while her right leg is
+    straight at the elbow. She is leaning against a wall, her left arm is
+    resting on the wall, adding a touch of balance to the scene. The sun is
+    shining down, creating a shadow on the right side of the image. To the left
+    of the woman, there are tall buildings, their windows reflecting off of
+    them.
   output:
     url: images/BS2.png
-- text: 'Bold Shadows, A black and white photograph of Candlelight, in the style of street photography, with light projections casting bold shadows. The contrast between her dark attire and the stark background creates a striking visual impact. Her pose is dynamic yet confident, embodying strength amid simplicity, buildings, wide angle '
+- text: >-
+    Bold Shadows, A black and white photograph of Candlelight, in the style of
+    street photography, with light projections casting bold shadows. The
+    contrast between her dark attire and the stark background creates a striking
+    visual impact. Her pose is dynamic yet confident, embodying strength amid
+    simplicity, buildings, wide angle 
   output:
     url: images/BS3.png
 base_model: black-forest-labs/FLUX.1-dev
@@ -21,15 +44,54 @@ license: creativeml-openrail-m
 # Bold-Shadows-Flux-LoRA
 
 <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/Bold-Shadows-Flux-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           | 22 & 2440|
+| Epoch                     | 10  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 14 
+    
+## 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/Bold-Shadows-Flux-LoRA"
+trigger_word = "Bold Shadows"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 
 ## Trigger words
 
 You should use `Bold Shadows` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
-[Download](/prithivMLmods/Bold-Shadows-Flux-LoRA/tree/main) them in the Files & versions tab.
+[Download](/prithivMLmods/Bold-Shadows-Flux-LoRA/tree/main) them in the Files & versions tab.