Update README.md

README.md

@@ -22,6 +22,52 @@ license: creativeml-openrail-m
 
 <Gallery />
 
+## Model description 
+
+**prithivMLmods/Ton618-Tarot-Cards-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 & 1.8K |
+| Epoch                     | 15    | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 15 [ Hi-RES ]
+    
+## 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/Ton618-Amxtoon-Flux-LoRA"
+trigger_word = "Amxtoon"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## Concept Ideation from
+
+https://x.com/DarbyBaileyXO/status/1851388809067577805
+
+https://x.com/MaxPanRa/status/1851385552844587200
+
+https://x.com/aimikummd/status/1851180111648669877
+
+Data Source Obtained / Generate from **playground.com**
+
+## Data source
+    
+Playground: https://playground.com/
 
 ## Trigger words