Update README.md

README.md

@@ -4,35 +4,104 @@ tags:
 - lora
 - diffusers
 - template:diffusion-lora
+- Claymation
 widget:
-- text: 'Claymation, Captured from a high-angle perspective on a vibrant yellow backdrop, a medium-sized cartoon monkey is posed in front of the viewer. The monkey is adorned with a brown head, a brown vest, and brown pants. Its arms are draped over its chest, adding a touch of balance to the scene. A yellow bottle with a yellow label, adorned with the word "MONKEY" is positioned to the left of the monkey, positioned in a way that creates a stark contrast to the monkeys body. The bottles cap, a yellowish-orange color, adds a pop of color to the composition. Three bananas are arranged to the bottom right corner of the frame.'
+- text: >-
+    Claymation, Captured from a high-angle perspective on a vibrant yellow
+    backdrop, a medium-sized cartoon monkey is posed in front of the viewer. The
+    monkey is adorned with a brown head, a brown vest, and brown pants. Its arms
+    are draped over its chest, adding a touch of balance to the scene. A yellow
+    bottle with a yellow label, adorned with the word "MONKEY" is positioned to
+    the left of the monkey, positioned in a way that creates a stark contrast to
+    the monkeys body. The bottles cap, a yellowish-orange color, adds a pop of
+    color to the composition. Three bananas are arranged to the bottom right
+    corner of the frame.
   output:
     url: images/1.png
-- text: 'Claymation, a small cartoon figure stands against a stark white backdrop. The figures face is adorned with a black t-shirt, gray shorts, black shoes, and a pair of white socks. The head of the figure is adorned in a light brown beanie with a white patch on it that reads "KUBO". The figure is holding a wooden baseball bat in its left hand, with the word "OKUBO" written on it in black.'
+- text: >-
+    Claymation, a small cartoon figure stands against a stark white backdrop.
+    The figures face is adorned with a black t-shirt, gray shorts, black shoes,
+    and a pair of white socks. The head of the figure is adorned in a light
+    brown beanie with a white patch on it that reads "KUBO". The figure is
+    holding a wooden baseball bat in its left hand, with the word "OKUBO"
+    written on it in black.
   output:
     url: images/3.png
-- text: 'Claymation, a medium-sized cartoon figure stands against a stark yellow backdrop. The figures head is adorned with a gold crown, adorned with small gold dots, adding a pop of color to the scene. Its eyes are wide open, revealing a glimpse of black eyebrows and black eyelashes. Its head is encircled by a gold ribbon, adding depth to the composition. Its outfit is adorned in a cream-colored dress with a brown belt, adding to the overall composition.'
+- text: >-
+    Claymation, a medium-sized cartoon figure stands against a stark yellow
+    backdrop. The figures head is adorned with a gold crown, adorned with small
+    gold dots, adding a pop of color to the scene. Its eyes are wide open,
+    revealing a glimpse of black eyebrows and black eyelashes. Its head is
+    encircled by a gold ribbon, adding depth to the composition. Its outfit is
+    adorned in a cream-colored dress with a brown belt, adding to the overall
+    composition.
   output:
     url: images/2.png
-- text: 'Claymation, a small cartoon figure stands against a stark white backdrop. The figures face is adorned with black eyes, a black headband, and a pair of red shorts with a white belt tied around the waist. The word "KUBO" is written in black letters on the chest of the figure, along with the word "UBO" in a smaller font. A life preserver is in its right hand, adding a touch of color to the figure.'
+- text: >-
+    Claymation, a small cartoon figure stands against a stark white backdrop.
+    The figures face is adorned with black eyes, a black headband, and a pair of
+    red shorts with a white belt tied around the waist. The word "KUBO" is
+    written in black letters on the chest of the figure, along with the word
+    "UBO" in a smaller font. A life preserver is in its right hand, adding a
+    touch of color to the figure.
   output:
     url: images/4.png
 base_model: black-forest-labs/FLUX.1-dev
 instance_prompt: Claymation
 license: creativeml-openrail-m
 ---
-# Flux-Claymation-XC-LoRA
+![clay.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/RQ7BhPk1nGo03cOTCxoKC.png)
 
 <Gallery />
 
+## Model description for Flux-Ghibli-Art-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           | 16 & 2000 |
+| Epoch                     | 10   | Save Every N Epochs       | 1     |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 17
+
+## Best Dimensions & Inference
+
+| **Dimensions** | **Aspect Ratio** | **Recommendation**       |
+|-----------------|------------------|---------------------------|
+| 1280 x 832      | 3:2              | Best                     |
+| 1024 x 1024     | 1:1              | Default                  |
+
+### Inference Range
+
+- **Recommended Inference Steps:** 30–35
+
+## Setting Up
+```python
+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 = "strangerzonehf/Flux-Claymation-XC-LoRA"
+trigger_word = "Claymation"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
 ## Trigger words
 
 You should use `Claymation` to trigger the image generation.
 
-
 ## Download model
 
 Weights for this model are available in Safetensors format.
 
-[Download](/strangerzonehf/Flux-Claymation-XC-LoRA/tree/main) them in the Files & versions tab.
+[Download](/strangerzonehf/Flux-Claymation-XC-LoRA/tree/main) them in the Files & versions tab.