Update README.md

README.md

@@ -18,14 +18,17 @@ Used Linux Dreambooth to teach the model to generate more artistic watercolor an
 For starters, use a dimension of roughly 768x768 for anything, 768x936 for portraits, and 1056x768 for landscapes. You may also stick to [Dreamlike Diffusion](https://huggingface.co/dreamlike-art/dreamlike-diffusion-1.0) dimensions.
 
 ## Oil Painting
-Check out [Paint Journey V2](https://huggingface.co/FredZhang7/paint-journey-v2)!
+
+Check out [Paint Journey V2](https://huggingface.co/FredZhang7/paint-journey-v2)! It does a much better job at oil paints.
 
 ## Portrait Examples
+
 ![](./example_discobeautifulyounglady_portrait.png)
 
 ![](./example_discoyoungman_portrait.png)
 
 ## Landscape Examples
+
 ![](./example_discofuturisticcity.png)
 
 ![](./example_discocityoilpainting.png)
@@ -35,6 +38,7 @@ Check out [Paint Journey V2](https://huggingface.co/FredZhang7/paint-journey-v2)
 ![](./example_discomountain_landscape.png)
 
 ## Outerspace Examples
+
 ![](./example_discoalienworld_landscape.png)
 
 ![](./example_discodreamlikeartgalaxy.png)
@@ -93,7 +97,7 @@ Steps: 40, Sampler: Euler a, CFG scale: 7.5, Seed: 2520017543, Size: 1056x768, M
 ```
 git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
 ```
-Download [paint_journey.ckpt](./paint_journey.ckpt) to `./stable-diffusion-webui/models/Stable-diffusion` folder. Run `webui-user.bat`.
+Download [paint_journey.ckpt](./paint_journey.ckpt) to the `./stable-diffusion-webui/models/Stable-diffusion` folder. Run `webui-user.bat`.
 
 ## Diffusers Usage
 ```bash
@@ -113,4 +117,5 @@ image.save("./result.png")
 ```
 
 ## Safety Checker
+
 The official [stable diffusion safety checker](https://huggingface.co/CompVis/stable-diffusion-safety-checker) uses up 1.22GB VRAM. Recommend using [Google Safesearch Mini](https://huggingface.co/FredZhang7/google-safesearch-mini) (99MB) to save 1.12GB VRAM.