Update README.md

README.md

@@ -4,14 +4,31 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- Abstract Cartoon
 widget:
-- text: 'Abstract Cartoon, An eye-level painting of a monsters face, painted in a vibrant orange, yellow, red, and blue color scheme. The monsters eyes are covered in white paint, adding a pop of color to the scene. The eyes are squinted with black paint, while the mouth is adorned with red and white paint. The background is a dark blue, creating a contrast with the orange and yellow of the monsters head.'
+- text: >-
+    Abstract Cartoon, An eye-level painting of a monsters face, painted in a
+    vibrant orange, yellow, red, and blue color scheme. The monsters eyes are
+    covered in white paint, adding a pop of color to the scene. The eyes are
+    squinted with black paint, while the mouth is adorned with red and white
+    paint. The background is a dark blue, creating a contrast with the orange
+    and yellow of the monsters head.
   output:
     url: images/AC1.png
-- text: 'Abstract Cartoon, An eye-level view of a cats face is depicted in a close-up view. The cats eyes are black, and the cats nose is white, with a red nose and mouth painted in white. Its whiskers are white, and they are painted in a variety of colors, including orange, yellow, and blue. The background is a dark blue, and there is a star-shaped object in the top right corner of the image.'
+- text: >-
+    Abstract Cartoon, An eye-level view of a cats face is depicted in a close-up
+    view. The cats eyes are black, and the cats nose is white, with a red nose
+    and mouth painted in white. Its whiskers are white, and they are painted in
+    a variety of colors, including orange, yellow, and blue. The background is a
+    dark blue, and there is a star-shaped object in the top right corner of the
+    image.
   output:
     url: images/AC2.png
-- text: 'Abstract Cartoon, a portrait of Boat, painted by a dadaist abstract artist. a colorful character with a whismical theme, the background color is dark blue. All depicted by very colorful brush strokes. It all looks like a cartoon from 90 '
+- text: >-
+    Abstract Cartoon, a portrait of Boat, painted by a dadaist abstract artist.
+    a colorful character with a whismical theme, the background color is dark
+    blue. All depicted by very colorful brush strokes. It all looks like a
+    cartoon from 90 
   output:
     url: images/AC3.png
 base_model: black-forest-labs/FLUX.1-dev
@@ -22,14 +39,53 @@ 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/Abstract-Cartoon-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 & 2200|
+| Epoch                     | 10  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 11 [ 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/Abstract-Cartoon-Flux-LoRA"
+trigger_word = "Abstract Cartoon"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 ## Trigger words
 
 You should use `Abstract Cartoon` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
-[Download](/prithivMLmods/Abstract-Cartoon-Flux-LoRA/tree/main) them in the Files & versions tab.
+[Download](/prithivMLmods/Abstract-Cartoon-Flux-LoRA/tree/main) them in the Files & versions tab.