Spelling and grammar

README.md

@@ -19,7 +19,7 @@ widget:
   output:
     url: Wonderman Generation Samples/Wonderman-RunDiffusion-Flux-LoRA_00026_.png
 - example_title: "Super Wonderman"
-  text: A action scene of graphic novel art character Wonderman wearing a black mask charging himself with super powers, Wonderman a muscular man in a green and red costume with a 'W' emblem on his chest is screaming in pain while being charged by electricity to gain super powers. He is standing with arms wide open consuming the energy around him. high quality graphic art 
+  text: An action scene of graphic novel art character Wonderman wearing a black mask charging himself with super powers, Wonderman a muscular man in a green and red costume with a 'W' emblem on his chest is screaming in pain while being charged by electricity to gain super powers. He is standing with arms wide open consuming the energy around him. high quality graphic art 
   output:
     url: Wonderman Generation Samples/Wonderman-RunDiffusion-Flux-LoRA_00021_.png
 - example_title: "In Tundra"
@@ -78,14 +78,14 @@ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICE
 # Wonderman - By RunDiffusion.com
 
 # Project Overview
-We successfuly trained a concept into Flux that did not exist, it responded exceptionally well and the entire community should be excited to embrace this model.
+We successfully trained a concept into Flux that did not exist, it responded exceptionally well and the entire community should be excited to embrace this model.
 Over 100 hours went into this proof of concept and this guide. Please take time to go through it, share it online, with your friends/followers or your team and coworkers.
 All credit for Flux goes to the amazing team at Black Forest Labs. Please adhere to their license. They deserve your support.
 [Follow RunDiffusion.com](https://x.com/RunDiffusion) for more projects. We are diving into advertising next!
 
 # Proof of Concept Goals
 For this POC we needed to achieve these goals:
-- The concept can not exist in the Flux dataset. (This is cheating)
+- The concept cannot exist in the Flux dataset. (This is cheating)
 - The concept needed to be present but still allow flexibility for creativity.
 - The concept needed to resemble the subject within 90% accuracy.
 - The subject could not "take over" the model.
@@ -163,7 +163,7 @@ Prompt: comic style illustration of Wonderman running from aliens on the moon. c
 <div style="display: grid; grid-template-columns: repeat(auto-fill, minmax(300px, 1fr)); gap: 10px;">
   <div>
     <img src="https://huggingface.co/RunDiffusion/Wonderman-Flux-POC/resolve/main/Huggingface-assets/Cosplay-realistic.jpg" alt="Image 1" style="width: 100%;">
-    <p style="text-align: center;">"Cosplay" always get's super heroes to appear realistic</p>
+    <p style="text-align: center;">"Cosplay" always gets super heroes to appear realistic</p>
   </div>
   <div>
     <img src="https://huggingface.co/RunDiffusion/Wonderman-Flux-POC/resolve/main/Huggingface-assets/anime-sample.jpg" alt="Image 2" style="width: 100%;">