Hugging Face Overview
Amber Fable 1.0: Specialized Math & Logic Model
Amber Fable 1.0, developed by Arioron, is a 1.7 billion parameter language model built upon the Qwen3-1.7B base using LoRA fine-tuning. It is specifically engineered for mathematical reasoning and algorithmic logic, making it a highly efficient solution for tasks requiring strong analytical capabilities.
Key Capabilities & Performance
- Mathematical Reasoning: Achieves 75.0% accuracy on GSM8K (Grade School Math) and 55.0% on MATH (Advanced Math Problems) benchmarks.
- Algorithmic Logic: Demonstrates a 42.0% Pass@1 on HumanEval for Python coding capability.
- Efficiency: Optimized for its size, trading some general world knowledge (MMLU score of 22.0%) for peak reasoning performance.
Ideal Use Cases
- Educational Tools: Excellent for tutoring systems and problem-solving applications in mathematics.
- Logic-Based Tasks: Suitable for puzzles, algorithmic challenges, and scripting assistance.
This model is licensed under Apache 2.0 and is available on Hugging Face.