Update README.md

README.md

@@ -270,8 +270,11 @@ Fig 5. Performance comparision of Llama-3-8B, Llama-2-13B, Yi-1.5-6B and Llama-3
 
 Llama-3-6B is competive with model within it's category and upto 2x larger than it self across 6 diverse benchmarks.
 
-#### Summary
+#### Summary and future directions:
 
+This experiment was a success! Using this technique, I'll be able to build many variants. This is the first of many new base models I intend to create.
+
+Next, I plan to explore different data mixtures and perform full fine-tuning, all of which will contribute to developing other small model as well as larger and more robust models.
 
 
 ## Citation 
@@ -288,6 +291,17 @@ Llama-3-6B is competive with model within it's category and upto 2x larger than
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+# **Thank You!**
+
+I want to extend my heartfelt thanks to the community for their invaluable expertise and unwavering support.
+
+This is my most ambitious project yet, and it wouldn't have been possible without the incredible open-source ML community!
+
+Developers, I am eager to see and hear about the innovative fine-tunes and applications you create.
+
+Users, I am excited to learn about your experiences and use cases.
+
+Thank you for your interest and support!
 
 ## References: