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README.md
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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
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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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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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### Samples
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***Sample: Chain-of-Thoughts***
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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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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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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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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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Let's simplify this equation by combining like terms:
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5x + 150 = 4,400 km
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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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Subtracting 150 from both sides of the equation gives us:
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5x = 4,250 km
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Dividing both sides by 5 yields:
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x = 850 km
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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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</reflection>
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</thinking>
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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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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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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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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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