Update README.md

README.md

@@ -4,14 +4,32 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- HDR
 widget:
-- text: 'HDR, Captured at eye-level, a close-up shot of a young woman with dark brown hair and blue eyes. Her hair is styled in a braided bun, and shes wearing a black strapless dress with a black lace trim. She is wearing a gold necklace with a silver charm on it. The backdrop is blurred, and there are several lights hanging from the ceiling, adding a touch of color to the scene.'
+- text: >-
+    HDR, Captured at eye-level, a close-up shot of a young woman with dark brown
+    hair and blue eyes. Her hair is styled in a braided bun, and shes wearing a
+    black strapless dress with a black lace trim. She is wearing a gold necklace
+    with a silver charm on it. The backdrop is blurred, and there are several
+    lights hanging from the ceiling, adding a touch of color to the scene.
   output:
     url: images/HDR1.png
-- text: 'HDR, Captured in a low-angle shot, a medium-sized man with dark brown hair and a goatee is seated on a chair. His eyes are a piercing blue, and his eyebrows are a darker shade of brown. His lips are a lighter shade of pink, and he has a serious expression on his face. He is wearing a gray sweater with a textured pattern on the left side of his chest. His sweater is a light gray, with a black stripe running down the center of the sweater. The backdrop is blurred, and a wooden chair is visible behind the man.'
+- text: >-
+    HDR, Captured in a low-angle shot, a medium-sized man with dark brown hair
+    and a goatee is seated on a chair. His eyes are a piercing blue, and his
+    eyebrows are a darker shade of brown. His lips are a lighter shade of pink,
+    and he has a serious expression on his face. He is wearing a gray sweater
+    with a textured pattern on the left side of his chest. His sweater is a
+    light gray, with a black stripe running down the center of the sweater. The
+    backdrop is blurred, and a wooden chair is visible behind the man.
   output:
     url: images/HDR2.png
-- text: 'HDR, a close-up shot of a womans face is adorned with a layer of snow, adding a touch of warmth to the scene. The womans eyes are closed, her lips are pursed in a deep pink shade, while her hair cascades over her shoulders. Her eyebrows are adorned with small, white snowflakes, adding depth to the composition. The background is blurred, creating a soft, blurred effect.'
+- text: >-
+    HDR, a close-up shot of a womans face is adorned with a layer of snow,
+    adding a touch of warmth to the scene. The womans eyes are closed, her lips
+    are pursed in a deep pink shade, while her hair cascades over her shoulders.
+    Her eyebrows are adorned with small, white snowflakes, adding depth to the
+    composition. The background is blurred, creating a soft, blurred effect.
   output:
     url: images/HDR3.png
 base_model: black-forest-labs/FLUX.1-dev
@@ -22,7 +40,47 @@ 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/Flux.1-Dev-LoRA-HDR-Realism**
+
+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           | 19 & 2000|
+| Epoch                     | 17  | 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/Flux.1-Dev-LoRA-HDR-Realism"
+trigger_word = "HDR"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 ## Trigger words
 
 You should use `HDR` to trigger the image generation.
@@ -32,4 +90,4 @@ You should use `HDR` to trigger the image generation.
 
 Weights for this model are available in Safetensors format.
 
-[Download](/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism/tree/main) them in the Files & versions tab.
+[Download](/prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism/tree/main) them in the Files & versions tab.