Adding architecture images

README.md

@@ -13,16 +13,16 @@ pipeline_tag: text-to-image
 ---
 
 # Stable Diffusion 3.5 Medium ONNX
-This ONNX version of Stable Diffusion 3.5 Medium was made from the [PyTorch source model](https://huggingface.co/stabilityai/stable-diffusion-3.5-medium), using `optimum-cli`: [Converting Stable Diffusion 3.5 Medium From PyTorch to ONNX](https://github.com/armwaheed/stability-ai-toolkit/tree/armwaheed/sd35-inpainting-onnx/pytorch-to-onnx)
+This ONNX version of Stable Diffusion 3.5 Medium was made from the [PyTorch source model](https://huggingface.co/stabilityai/stable-diffusion-3.5-medium), using `optimum-cli`: [Converting Stable Diffusion 3.5 Medium From PyTorch to ONNX](https://github.com/armwaheed/stability-ai-toolkit/tree/armwaheed/sd35-inpainting-onnx/pytorch-to-onnx).
 
-![3.5 Medium Demo Image](https://huggingface.co/stabilityai/stable-diffusion-3.5-medium/blob/main/sd3.5_medium_demo.jpg)
+![3.5 Medium Demo Image](sd3.5_medium_demo.jpg)
 
 ## Usage
 Python Gradio: [Stable Diffusion 3.5 Inpainting in ONNX](https://github.com/armwaheed/stability-ai-toolkit/blob/armwaheed/sd35-inpainting-onnx/README.md)
 
 ## Model
 
-![MMDiT-X](https://huggingface.co/stabilityai/stable-diffusion-3.5-medium/blob/main/mmdit-x.png)
+![MMDiT-X](mmdit-x.png)
 
 [Stable Diffusion 3.5 Medium](https://stability.ai/news/introducing-stable-diffusion-3-5) is a Multimodal Diffusion Transformer with improvements (MMDiT-X) text-to-image model that features improved performance in image quality, typography, complex prompt understanding, and resource-efficiency.