GusLovesMath/Local_LLM_Training_Apple_Silicon

Created and enhanced a local LLM training system on Apple Silicon with MLX and Metal API, overcoming the absence of CUDA support. Fine-tuned the Llama3 model on 16 GPUs for streamlined solution of verbose math word problems. Result: a powerful, privacy-preserving chatbot that runs smoothly on-device.

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Emerging

This project offers a specialized chatbot designed to solve complex math word problems. You provide a detailed math problem in plain English, and the chatbot delivers a clear, concise solution. It's ideal for students, educators, or anyone needing quick, private assistance with verbose mathematical reasoning, running directly on your Apple device.

No commits in the last 6 months.

Use this if you need a privacy-preserving tool that can accurately interpret and solve lengthy, multi-step math word problems without sending your data to external servers.

Not ideal if you are looking for a general-purpose AI assistant or need to solve mathematical equations that are not presented as word problems.

mathematics education problem solving homework assistance personal tutoring quantitative analysis
No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 7 / 25
Maturity 8 / 25
Community 15 / 25

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Stars

26

Forks

5

Language

Python

License

Last pushed

May 29, 2024

Commits (30d)

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