Upload README.md with huggingface_hub

README.md

@@ -37,24 +37,22 @@ This model is designed for:
 - Corporate branding and marketing content creation
 - Research into personalized diffusion models
 
-## Usage
-
-### Basic Usage
+## Example
 
 ```python
-from diffusers import StableDiffusion3Pipeline
 import torch
+from diffusers import DiffusionPipeline
 
-# Load the model
-pipe = StableDiffusion3Pipeline.from_pretrained(
+pipeline = DiffusionPipeline.from_pretrained(
     "cfchase/redhat-dog-sd3",
-    torch_dtype=torch.float16
+    torch_dtype=torch.bfloat16
 )
-pipe = pipe.to("cuda")
+
+device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+pipeline.to(device)
 
 # Generate an image
-prompt = "photo of a rhteddy dog in a park"
-image = pipe(prompt).images[0]
+image = pipeline("photo of a rhteddy dog in a park").images[0]
 image.save("redhat_dog_park.png")
 ```
 
@@ -112,14 +110,6 @@ The training data consists of approximately 5-10 high-quality images of the Red
 - Professional photography quality
 - Clear subject focus
 
-## Ethical Considerations
-
-This model is intended for educational and corporate branding purposes. Users should:
-- Respect Red Hat's trademark and branding guidelines
-- Avoid generating misleading or inappropriate content
-- Consider the environmental impact of inference computations
-- Use responsibly in accordance with AI ethics best practices
-
 ## Technical Specifications
 
 - **Model Size**: ~47GB (full precision weights)
@@ -130,20 +120,6 @@ This model is intended for educational and corporate branding purposes. Users sh
   - PyTorch 2.0+
   - Diffusers library
 
-## Citation
-
-If you use this model in your research or applications, please cite:
-
-```bibtex
-@misc{redhat-dog-sd3,
-  title={RedHat Dog SD3: Fine-tuned Stable Diffusion 3.5 for Corporate Branding},
-  author={Red Hat AI},
-  year={2025},
-  howpublished={Hugging Face Model Hub},
-  url={https://huggingface.co/cfchase/redhat-dog-sd3}
-}
-```
-
 ## License
 
 This model is based on Stable Diffusion 3.5 Medium and is subject to the same licensing terms. Please refer to the [original model license](https://huggingface.co/stabilityai/stable-diffusion-3.5-medium) for details.