| # Matrix Prime 8B | |
| ## Model Overview | |
| Matrix Prime 8B is a high-precision technical reasoning engine based on the Llama 3 8B architecture. It was developed to overcome the "Technical Hallucination" common in small-parameter models when dealing with complex physical equations and 3D spatial dynamics. | |
| ## The Breakthrough | |
| Matrix Prime represents a breakthrough in 8B-parameter technical accuracy. During validation, the model successfully solved a complex 3D Mass Moment of Inertia tensor problem involving rotational dynamics, a task where base Llama 3 8B and other fine-tunes consistently hallucinate. This was achieved through a balanced instruction-tuning process that prioritized mathematical consistency over simple conversational surface patterns. | |
| ## Training Details | |
| - **Base Model**: Llama 3 8B | |
| - **Dataset**: Balanced Technical Instruction Set (20,000 samples) | |
| - **Final Training Loss**: 0.65 | |
| - **Methodology**: 16-bit Merged LoRA weights for maximum stability. | |
| ## Performance & Tests | |
| - **Physics Test**: Passed (Rotational Dynamics / Tensor Calculus) | |
| - **Technical Logic**: High | |
| - **Instruction Following**: Professional / Non-verbose | |
| ## Usage | |
| The model is optimized for the Alpaca prompt format: | |
| ``` | |
| ### Instruction: | |
| [Your technical or physics question] | |
| ### Response: | |
| ``` | |