markdown fixes

README.md

@@ -8,46 +8,49 @@ app_port: 7860
 pinned: true
 ---
 
-# Stable Diffusion WebUI + ControlNet
+## Stable Diffusion WebUI + ControlNet
 
 Uses Stable Diffusion 2.1 models. Comes with several popular extensions to [AUTOMATIC1111's WebUI]([https://github.com/AUTOMATIC1111/stable-diffusion-webui]), including the [ControlNet WebUI extension](https://github.com/Mikubill/sd-webui-controlnet).
 
 🐳 🤗 Builds a Docker image to be run as a [Hugging Face Space](https://huggingface.co/) using A10G or T4 hardware.
 
-## Setup on Hugging Face
+### Setup on Hugging Face
 
 1. Duplicate this space to your Hugging Face account or clone this repo to your account.
-2. Within your clone of the repo under *"Files and versions"*, specify the GPU model in the first lines of the [`Dockerfile`](./Dockerfile) to match the hardware you're going to be using for your space.
+
+2. Within your duplicated space under *"Files and versions"*, specify the GPU model in the first lines of the [`Dockerfile`](./Dockerfile#L2) to match the hardware you're going to be using for your space.
 
    ```Dockerfile
    # GPU should be set to either "A10G" or "T4"
    ARG GPU=A10G
    ```
+
 3. Under the *"Settings"* tab of your space you can choose which hardware for your space, that you will also be billed for.
 
-## Relevant links for more information
+---
 
-### Stable Diffusion Web UI
+### Relevant links for more information
+
+#### Stable Diffusion Web UI
 
 * GitHub: [https://github.com/AUTOMATIC1111/stable-diffusion-webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui)
 * Documentation: [https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki](https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki)
 
-### WebUI extension for ControlNet
+#### WebUI extension for ControlNet
 
 * GitHub: [https://github.com/Mikubill/sd-webui-controlnet](https://github.com/Mikubill/sd-webui-controlnet)
 
-### ControlNet models
+#### ControlNet models
 
 * Trained models: [https://github.com/lllyasviel/ControlNet](https://github.com/lllyasviel/ControlNet)
 * Pre-extracted models: [https://huggingface.co/webui/ControlNet-modules-safetensors/tree/main](https://huggingface.co/webui/ControlNet-modules-safetensors/tree/main)
 
-### Stable Diffusion Models License + ControlNet Models License
+#### Stable Diffusion Models License + ControlNet Models License
 
-* https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL
-* https://huggingface.co/spaces/CompVis/stable-diffusion-license
-* https://github.com/lllyasviel/ControlNet/blob/main/LICENSE
+* [https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL](https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL)
+* [https://huggingface.co/spaces/CompVis/stable-diffusion-license](https://huggingface.co/spaces/CompVis/stable-diffusion-license)
+* [https://github.com/lllyasviel/ControlNet/blob/main/LICENSE](https://github.com/lllyasviel/ControlNet/blob/main/LICENSE)
 
-### Additional (optional) models
+#### Additional (optional) models
 
 * [Dreamlike Diffusion 1.0](https://huggingface.co/dreamlike-art/dreamlike-diffusion-1.0) ([license](https://huggingface.co/dreamlike-art/dreamlike-diffusion-1.0/blob/main/LICENSE.md))
-