diff --git a/Home.md b/Home.md
index fbaab2a..dff6036 100644
--- a/Home.md
+++ b/Home.md
@@ -50,6 +50,7 @@ Additionally, you can either download your own models or use built-in [CivitAI](
 Some models may require additional access checks before they can be used: [Gated access](Gated.md)  
 Learn how to optimize your environemnt: [Performance tuning](Performance-Tuning.md)  
 Learn how you can manage your resources better:
+
 - [Memory offloading](Offload.md)
 - [Model Quantization](Quantization.md)
 - [Model Compression](NNCF-Compression.md)
@@ -67,6 +68,7 @@ If you want to use SD.Next via API or via CLI,
 check out [tools examples](CLI-Tools.md)
 
 If you want to understand more how Stable Diffusion works
+
 - [Diffusion Pipeline: How it Works](SD-Pipeline-How-it-Works.md)
 - [List of Training Methods](SD-Training-Methods.md)
 
diff --git a/SD3.md b/SD3.md
index ae7ae12..c0a1ab2 100644
--- a/SD3.md
+++ b/SD3.md
@@ -1,6 +1,7 @@
 # [Stable Diffusion 3.x](https://stability.ai/news/stable-diffusion-3-medium)
 
 StabilityAI's Stable Diffusion 3 family consists of:
+
 - [Stable Diffusion 3.0 Medium](https://huggingface.co/stabilityai/stable-diffusion-3-medium-diffusers)
 - [Stable Diffusion 3.5 Medium](https://huggingface.co/stabilityai/stable-diffusion-3.5-medium-diffusers)
 - [Stable Diffusion 3.5 Large](https://huggingface.co/stabilityai/stable-diffusion-3.5-large)
@@ -31,6 +32,7 @@ StabilityAI's Stable Diffusion 3 family consists of:
 ## Components
 
 **SD3.x** model consists of:
+
 - Unet/Transformer: MMDiT  
 - Text encoder 1: [CLIP-ViT/L](https://huggingface.co/openai/clip-vit-large-patch14),
 - Text encoder 2: [OpenCLIP-ViT/G](https://huggingface.co/laion/CLIP-ViT-bigG-14-laion2B-39B-b160k),
@@ -81,6 +83,7 @@ Since text encoders and VAE are same between all FLUX.1 models, *using all-in-on
 Unet/Transformer component is a typical model fine-tune and is around 11GB in size  
 
 To load a Unet/Transformer safetensors file:  
+
 1. Download `safetensors` or `gguf` file from desired source and place it in `models/UNET` folder  
 2. Load model as usual and then  
 3. Replace transformer with one in desired safetensors file using:  
diff --git a/nVidia.md b/nVidia.md
index 77ff710..b243aa8 100644
--- a/nVidia.md
+++ b/nVidia.md
@@ -1,3 +1,3 @@
-## Nvidia Graphics Card Note
+# Nvidia Graphics Card Note
 
 You will likely want to follow [Nvidia's instructions to disable System Memory Fallback for Stable Diffusion](https://nvidia.custhelp.com/app/answers/detail/a_id/5490) on the newest drivers, which you should be using.