Duplicate from strangerzonehf/Flux-YWL-Realism-LoRA

Co-authored-by: Prithiv Sakthi <prithivMLmods@users.noreply.huggingface.co>

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+# Audio files - uncompressed
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+# Audio files - compressed
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README.md

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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- text: 'ylw realism, Captured at eye-level, a close-up shot of a young man with curly blonde hair stands against a backdrop of a light blue sky. The mans face is angled slightly to the left, with a slight smile on his face. His eyes are slightly open, as if he is looking to the right. His hair is a mix of brown and white, and his sweater is draped over his shoulders. The sweaters sweater is a blend of red and white stripes, and the sweaters collar is a darker shade of red.'
+  output:
+    url: >-
+      images/R1.png
+- text: 'ylw realism, a close-up shot captures a young woman with long brown hair, wearing a mustard colored turtleneck and a yellow hat. Her left hand is resting on her head, adding a pop of color to the scene. The backdrop is a light blue, creating a stark contrast to the womans face.'
+  output:
+    url: >-
+      images/R2.png
+- text: 'ylw realism, a young woman stands with her left hand on her hip. She is wearing a short-sleeved navy blue t-shirt with a white collar. The word "Welby" is embroidered in white on the front of the shirt. Her hair is long and wavy, and her lips are pursed. Her jeans are a light blue denim with a zipper on the side. The backdrop is a stark white wall.'
+  output:
+    url: >-
+      images/R3.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: ylw realism
+license: creativeml-openrail-m
+---
+![strangerzonehf/Flux-YWL-Realism-LoRA](images/ywl.png)
+
+<Gallery />
+
+**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 
+
+**strangerzonehf/Flux-YWL-Realism-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           | 26 & 3100 |
+| Epoch                     | 23   | Save Every N Epochs       | 1     |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 22 [ Hi-Res ]
+
+## Best Dimensions
+
+- 768 x 1024 (Best)
+- 1024 x 1024 (Default)
+    
+## 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-YWL-Realism-LoRA"
+trigger_word = "ylw realism"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## Trigger words
+
+You should use `ylw realism` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/strangerzonehf/Flux-YWL-Realism-LoRA/tree/main) them in the Files & versions tab.

ywl-realism.safetensors

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