Update README.md

README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+widget:
+- text: '[trigger], man lounging in fitted athletic wear on crisp white linens, strong and confident expression, warm ambient lighting, full-body shot, textured fabric details'
+  output:
+    url: samples/1733170075969__000004000_0.jpg
+- text: '[trigger], man standing in a steamy, industrial-style shower, tousled hair, water droplets glistening on muscular physique, frosted glass, subtle highlights on skin, intimate and rugged atmosphere, high resolution'
+  output:
+    url: samples/1733170075969__000004000_1.jpg
+- text: '[trigger], man sunbathing by a private pool, board shorts, focused gaze over shoulder, chiseled skin, shimmering water, sharp focus, vibrant and intense sunlight'
+  output:
+    url: samples/1733170075969__000004000_2.jpg
+- text: '[trigger], man reclining in a luxurious, stone-tiled bubble bath, dimmed Edison bulb candles, rising steam, strong and defined physique highlighted by soft intimate lighting, elegant and masculine decor'
+  output:
+    url: samples/1733170075969__000004000_3.jpg
+- text: '[trigger], man posing in front of a full-length mirror, tailored blazer and dark jeans, confident smirk, dual reflections, soft lighting accentuating muscular build, full visibility'
+  output:
+    url: samples/1733170075969__000004000_4.jpg
+- text: '[trigger], man riding a rugged vintage motorcycle down an open highway, leather jacket and sturdy boots, fierce and determined gaze, expansive desert landscape, dynamic motion blur, powerful stance'
+  output:
+    url: samples/1733170075969__000004000_5.jpg
+- text: '[trigger], man dancing with strength and grace in a dimly lit ballroom, tailored suit with subtle flair, joyful and intense expression, sparkling chandeliers, elegant yet masculine architecture, full-body movement shot'
+  output:
+    url: samples/1733170075969__000004000_6.jpg
+- text: '[trigger], man hiking through a dense, lush forest trail, durable outdoor gear, determined and focused look, dappled sunlight filtering through vibrant greenery, full-body action shot showcasing athletic build'
+  output:
+    url: samples/1733170075969__000004000_7.jpg
+- text: '[trigger], man preparing a gourmet meal in a sleek, modern kitchen, stylish apron over casual attire, focused and purposeful expression, high-end appliances, fresh and hearty ingredients, bright and clean lighting'
+  output:
+    url: samples/1733170075969__000004000_8.jpg
+- text: '[trigger], man performing on stage under a dramatic spotlight, sharp and stylish evening attire, intense and captivating gaze, theater backdrop with bold textures, dynamic and powerful poses, full-body and close-up shots'
+  output:
+    url: samples/1733170075969__000004000_9.jpg
+- text: '[trigger], man meditating on a tranquil mountaintop at dusk, comfortable and functional yoga wear, serene and strong expression, panoramic sunset views, soft twilight lighting highlighting muscular physique'
+  output:
+    url: samples/1733170075969__000004000_10.jpg
+- text: '[trigger], man exploring an ancient castle, adventurous yet sophisticated attire, curious and bold expression, grand stone hallways, historic and rugged decor, interplay of natural and candlelight emphasizing strength and elegance'
+  output:
+    url: samples/1733170607894__000004000_11.jpg
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: steve
+license: other
+license_name: flux-1-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+---
+
+# steve_lora_flux_1_dev_v1.1
+
+A LoRA-based Stable Diffusion model trained to generate images of a man named “Steve” in a wide variety of scenarios. This model is fine-tuned from **[black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev)** using a Flow Matching–based noise scheduler.
+
+<Gallery />
+
+## Trigger Words
+
+Use `steve` in your prompt to activate the specific style and character details for this LoRA.
+
+## Model Information
+
+- **LoRA Rank / Alpha**: 32 / 32  
+- **Number of Steps**: 4000  
+- **Batch Size**: 1  
+- **Learning Rate**: 0.0001  
+- **Noise Scheduler**: `flowmatch`  
+- **Optimizer**: `adamw8bit`  
+- **Precision**: `bf16`  
+- **Gradient Checkpointing**: true  
+- **EMA**: true (decay = 0.99)  
+- **Quantization**: enabled  
+
+## How to Use
+
+This LoRA can be merged or applied to the **FLUX.1-dev** base model through [Diffusers](https://github.com/huggingface/diffusers) or a compatible UI/tool.
+
+Example pseudocode:
+
+```python
+from diffusers import StableDiffusionPipeline
+import torch
+
+base_model = "black-forest-labs/FLUX.1-dev"
+lora_model = "YOUR_USERNAME/steve_lora_flux_1_dev_v1.1"
+
+pipe = StableDiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.float16).to("cuda")
+# Load your LoRA weights (implementation depends on the UI or method)
+# pipe.load_lora_weights(lora_model)  # Example call
+
+prompt = "steve, man lounging in fitted athletic wear on crisp white linens, strong and confident"
+image = pipe(prompt).images[0]
+image.save("steve_example.jpg")
+```
+
+## Download Model
+Weights for this LoRA are available in Safetensors format.
+Download them from the Files & versions tab.
+
+## License
+This model is provided under a flux-1-dev-non-commercial-license. Please review the license file for details on acceptable use.
+
+## Acknowledgements
+Trained with AI Toolkit by Ostris
+Based on the FLUX.1-dev base model
+
+## Disclaimer:
+Use responsibly. This model is intended for artistic, non-commercial purposes. The creators are not responsible for any misuse, generation of disallowed content, or potential harm caused by outputs. Always review and curate model outputs before sharing.
+
+
 # steveant/steve-lora-v1.1
 
 This is a [LoRA](https://arxiv.org/abs/2106.09685)-based Stable Diffusion model fine-tuned on a custom image dataset to generate images featuring a man named “Steve” in various settings and scenarios. It has been trained using the [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev) base model, leveraging a Flow Matching–based noise scheduler and LoRA network adapters.