Update README.md

README.md

@@ -24,21 +24,21 @@ List of all models and merging path is coming soon.
 
 ## Purpose
 
-Merging the "thick"est model weights from mistral models using amazing training methods like direct preference optimization (dpo) and reinforced learning. 
+Merging the "thick"est model weights from mistral models using amazing training methods like direct preference optimization (DPO), supervised fine tuning (SFT) and reinforced learning.
 
-I have spent countless hours studying the latest research papers, attending conferences, and networking with experts in the field. I experimented with different algorithms, tactics, fine-tuned hyperparameters, optimizers, 
-and optimized code until i achieved the best possible results.
+I have spent countless hours studying the latest research papers, attending conferences, and networking with experts in the field. I experimented with different algorithms, tactics, fine-tuned hyperparameters, optimizers, and optimized code until I achieved the best possible results.
 
-It has not been without challenges. there were skeptics who doubted my abilities and questioned my approach. approach can be changed, but a closed mind cannot.
+It has not been without challenges. There were skeptics who doubted my abilities and questioned my approach. My approach can be changed, but a closed mind cannot.
 
-I refused to let their negativity bring me down. Instead, I used their doubts as fuel to push myself even harder. I worked tirelessly (vapenation), day and night, until i finally succeeded in merging with the most performant model weights using sota training methods like dpo and other advanced techniques.
+I refused to let their negativity bring me down. Instead, I used their doubts as fuel to push myself even harder. I worked tirelessly (vapenation), day and night, until I finally succeeded in merging with the most performant model weights using sota training methods like DPO and other advanced techniques.
 
 Thank you openchat 3.5 for showing me the way.
 
-I stand tall as a beacon of hope for those who dare to dream big and pursue their passions. my story is a testament to the power of perseverance, determination, and hard work. and i will continue to strive for excellence, always pushing the boundaries of what is possible.
+I stand tall as a beacon of hope for those who dare to dream big and pursue their passions. My story is a testament to the power of perseverance, determination, and hard work. and I will continue to strive for excellence, always pushing the boundaries of what is possible.
 
 Here is my contribution.
 
+
 ## Prompt Template
 
 Replace {system} with your system prompt, and {prompt} with your prompt instruction.