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  # Model Card for Model ID
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  <!-- Provide a quick summary of what the model is/does. -->
 
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- ## Model Details
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ### Model Description
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  <!-- Provide a longer summary of what this model is. -->
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  # Model Card for Model ID
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  <!-- Provide a quick summary of what the model is/does. -->
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+ 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.
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+ Base Model: mychen76/Llama-3.1_Intuitive-Thinker
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+ https://huggingface.co/mychen76/Llama-3.1_Intuitive-Thinker
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+ Quantized: mychen76/Llama-3.1_Intuitive-Thinker_8B_2309_GGUF
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+ https://huggingface.co/mychen76/Llama-3.1_Intuitive-Thinker_8B_2309_GGUF
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+ ## Model Mental Models
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+
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+ 1. Chain-of-Thoughs
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+ 2. Thinking Fast and Slow
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+ 3. Critical Thinking
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+ 4. Iceberg Mental Model
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+ 5. Second Order Thinking
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+
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+ ### Samples
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+
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+ ***Sample: Chain-of-Thoughts***
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+
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+ =========== user question ===================
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+ ```
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+ Patel family who is planning a road trip from Toronto to Vancouver, covering a total distance of 4,400 km. They want to divide the drive into equal parts over 5 days, with each
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+ ... day's drive being 15 km longer than the previous day. If they drive x km on the first day, what is the value of x that will allow them to complete the trip in 5 days?
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+ ```
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+ =========== model Response ===================
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+ ```
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+ <thinking>
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+ To find the value of x, we need to determine how much distance the family needs to cover each day and ensure it adds up to 4,400 km over 5 days.
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+
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+ Let's break down their driving plan:
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+ 1. They drive x km on the first day.
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+ 2. Each subsequent day's drive is 15 km longer than the previous day.
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+ 3. The trip covers a total distance of 4,400 km.
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+
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+ We can express the total distance covered as a sum of distances driven each day:
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+ Day 1: x
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+ Day 2: x + 15
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+ Day 3: (x + 15) + 15 = x + 30
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+ Day 4: (x + 30) + 15 = x + 45
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+ Day 5: (x + 45) + 15 = x + 60
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+
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+ The sum of these distances should equal the total trip distance:
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+ x + (x + 15) + (x + 30) + (x + 45) + (x + 60) = 4,400 km
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+
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+ Let's simplify this equation by combining like terms:
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+ 5x + 150 = 4,400 km
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+
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+ <reflection>
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+ Checking our reasoning process:
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+ - We've correctly expressed the distances driven each day.
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+ - The equation we formed is accurate and reflects the problem statement.
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+ - Let's solve for x to confirm our understanding.
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+
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+ Subtracting 150 from both sides of the equation gives us:
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+ 5x = 4,250 km
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+
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+ Dividing both sides by 5 yields:
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+ x = 850 km
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+
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+ Our calculation appears sound. This value for x ensures the family will drive equal distances each day, with the last two days being 30 and 45 km longer than the previous
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+ ones.
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+
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+ </reflection>
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+ </thinking>
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+
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+ <output>
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+ The Patel family should drive x = 850 km on the first day to complete their trip in 5 days, covering an additional 15 km each subsequent day (resulting in drives of 865 km on
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+ Day 2, 880 km on Day 3, 895 km on Day 4, and 910 km on Day 5).
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+
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+ This problem illustrates how algebra can be used to solve real-world problems involving equal parts and progressive increases. You might find it interesting to explore other
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+ scenarios where similar mathematical concepts are applied.
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+
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+ Is there anything else you'd like to clarify or any more questions about this type of problem?
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+ </output>
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+ ```
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+ #### Ollama Usage
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+ https://ollama.com/mychen76/llama3.1-intuitive-thinker
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+
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+ For direct easy to use each mental model has been package on own model package.
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+ 1. Chain-of-Thoughs: [mychen76/llama3.1-intuitive-thinker:chain-of-thoughts.q5]
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+ 2. Thinking Fast and Slow: [mychen76/llama3.1-intuitive-thinker:thinking-fast-n-slow.q5]
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+ 3. Critical Thinking: [mychen76/llama3.1-intuitive-thinker:critical-thinking.q5]
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+ 4. Iceberg Mental Model: [mychen76/llama3.1-intuitive-thinker:iceberg-mental-model.q5]
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+ 5. Second Order Thinking: [mychen76/llama3.1-intuitive-thinker:second-order-thinking.q5]
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  <!-- Provide a longer summary of what this model is. -->
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