stem-club-llm-v2

STEM Club TinyLlama (GGUF)

A fine-tuned TinyLlama-based language model designed for STEM learning and educational assistance.

This model has been trained to help with topics such as:

• Physics
• Mathematics
• Computer Science
• General STEM problem solving
• Educational explanations

The model is distributed in GGUF format, which makes it compatible with Ollama, llama.cpp, and other local LLM runtimes.

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Model Details

• Base Model: TinyLlama
• Format: GGUF
• Quantization: (depends on your file)
• File: stem-club-lora.gguf
• Use Case: STEM tutoring, concept explanations, and educational prompts.

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Running with Ollama

1. Download the model from this repository.

2. Create a Modelfile:

FROM ./stem-club-lora.gguf

1. Create the Ollama model:

ollama create stem-club-llm -f Modelfile

1. Run the model:

ollama run stem-club-llm

Example prompt:

Explain Newton's Second Law in simple terms.

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Running with llama.cpp

Clone llama.cpp:

git clone https://github.com/ggerganov/llama.cpp
cd llama.cpp

Run the model:

./main -m stem-club-lora.gguf -p "Explain the concept of acceleration."

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Example Prompts

• Explain Newton's Laws of Motion.
• Solve a basic algebra problem step by step.
• What is the difference between velocity and acceleration?
• Explain recursion in programming.

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Intended Use

This model is intended for:

• STEM education
• Homework help
• Concept explanations
• Interactive tutoring

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Limitations

• The model may produce incorrect or incomplete explanations.
• It should not be used as the sole source for academic or professional work.
• Always verify answers when using for learning purposes.

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License

Please follow the license of the original TinyLlama base model.

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Acknowledgements

• TinyLlama project
• llama.cpp
• Ollama
• Hugging Face ecosystem

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Repository Contents

stem-club-llm/
 ├── stem-club-lora.gguf
 ├── Modelfile
 └── README.md