Lckoo1230/gasing-math-teacher

Gasing Math Teacher - Indonesian Math Instruction Model

Model Description

Gasing Math Teacher is a specialized 0.5B language model fine-tuned for mathematical instruction in Indonesian. The model demonstrates unique capabilities in explaining mathematical concepts using creative "pisahkan" (separation) methods.

Key Features

• Trained on video transcript data
• Specializes in mathematical problem-solving
• Provides detailed, step-by-step explanations in Indonesian
• Uses innovative teaching methods like finger-counting and concrete number separation

Training Details

• Base Model: Qwen/Qwen2.5-Coder-0.5B-Instruct
• Training Data: Video transcripts
• Fine-tuning Method: LoRA (Low-Rank Adaptation)
• Number of Layers: 2
• Learning Rate: 1e-5

Example Capabilities

The model can:

• Solve basic addition problems
• Explain calculations using creative "pisahkan" methods
• Break down mathematical concepts into simple, understandable steps

Limitations

• Primarily trained for simple mathematical operations
• Best performance in Indonesian language
• May not generalize to complex mathematical problems

Ethical Considerations

This model is intended for educational purposes and should be used responsibly.

Usage

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("your-username/gasing-math-teacher")
tokenizer = AutoTokenizer.from_pretrained("your-username/gasing-math-teacher")

License

[Include appropriate license information]

Citation

If you use this model, please cite: [Include citation details]