Update README.md

README.md

@@ -1,27 +1,40 @@
 ---
 library_name: transformers
 tags:
-- unsloth
+- Think
+- Plan
+- Reason 
+- Reflect 
 ---
 
 # Model Card for Model ID
 
 <!-- Provide a quick summary of what the model is/does. -->
-Intuitive Thinker model employs mental models for system of thinking to improve Smaller Language Model text reasoning with a structured Chain-of-Thoughts process and thoughtful reflection prior to responding to user queries.
+# Intuitive Thinker
+Improve small size LLM reasoning by employs system of thinking mental models by structured Chain-of-Thoughts process and thoughtful reflection prior to responding to user queries.
 
+***Problem:*** 
+smaller-sized transformer models exhibit inferior reasoning capabilities compared to their larger counterparts, whose advanced reasoning abilities stem from broader connection networks that facilitate cross-domain inference.
+
+***Solution:***
+Two-Step Approach:
+> 1. Finetuning: Commence by fine-tuning the Llama 3.1, a smaller-sized transformer model with 8 billion parameters, on an enhanced reasoning dataset to bolster its cognitive capabilities.
+> 2. Revelation of Internal Processes: Subsequently, leverage a system of thinking model guidance techniques (Think, Plan, Reasoning and Reflection) to unveil the model's internal thought processes and the rationales underlying its processing mechanisms.
+
+***Models***
 Base Model: mychen76/Llama-3.1_Intuitive-Thinker
 https://huggingface.co/mychen76/Llama-3.1_Intuitive-Thinker
 
 Quantized:  mychen76/Llama-3.1_Intuitive-Thinker_8B_2309_GGUF
 https://huggingface.co/mychen76/Llama-3.1_Intuitive-Thinker_8B_2309_GGUF
 
-## Model Mental Models
-
-1. Chain-of-Thoughs
-2. Thinking Fast and Slow
-3. Critical Thinking
-4. Iceberg Mental Model
-5. Second Order Thinking
+### Available Mental Models 
+System of thinking, reasoning and reflection
+> 1. Chain-of-Thoughts
+> 2. Thinking Fast and Slow
+> 3. Critical Thinking
+> 4. Iceberg Mental Model
+> 5. Second Order Thinking
 
 ### Samples