Update README.md

README.md

@@ -5,9 +5,15 @@ tags:
 - diffusers
 - template:diffusion-lora
 widget:
-- text: '-'
+- text: 'Knitted Character, A close-up view of a crocheted toy. The toy is made up of a blend of orange, yellow, and pink yarn. It has a black button in the center of its head. The background is a solid white color.'
   output:
-    url: images/4cc5ad6c-b0cf-4459-8bf8-ebd00d1b534a.webp
+    url: images/KC1.png
+- text: 'Knitted Character, a crocheted doll stands on a wooden platform. The dolls head is encased in a multi-colored knit outfit, adorned with a pair of dark-colored goggles. The eyes are tinted blue, adding a pop of color to the scene. The figures arms and legs are positioned in a way that creates a sense of balance. The background is a stark white, creating a stark contrast to the figure.'
+  output:
+    url: images/KC2.png
+- text: 'Knitted Character, A close-up view of a knitted cat toy. The toy is a gray and white striped cat with blue eyes. The cats nose is pink. Its eyes are a piercing blue color. Its ears are made of gray yarn. Its whiskers are black and white. Its paws are knitted with white yarn. The background is a solid white color.'
+  output:
+    url: images/KC3.png
 base_model: black-forest-labs/FLUX.1-dev
 instance_prompt: Knitted Character
 license: apache-2.0
@@ -16,12 +22,51 @@ license: apache-2.0
 
 <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/Knitted-Character-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           | 20 & 2000|
+| Epoch                     | 10  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 30 [ 4K 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/Knitted-Character-Flux-LoRA"
+trigger_word = "Knitted Character"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 ## Trigger words
 
 You should use `Knitted Character` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.