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DeepSeek-Math is DeepSeek’s specialized model (or dataset + evaluation) focusing on mathematical reasoning, symbolic manipulation, proof steps, and advanced quantitative problem solving. The repository is likely to include fine-tuning routines or task datasets (e.g. MATH, GSM8K, ARB), demonstration notebooks, prompt templates, and evaluation results on math benchmarks. The goal is to push DeepSeek’s performance in domains that require rigorous symbolic steps, calculus, linear algebra, number theory, or multi-step derivations. The repo may also include modules that integrate external computational tools (e.g. a CAS / computer algebra system) or calculator assistance backends to enhance correctness. Because math reasoning is a high bar for LLMs, DeepSeek-Math aims to showcase their model’s ability not just in natural text but in precise formal reasoning.
Features
- Fine-tuned or specialized model components for math reasoning and solving
- Benchmarks and evaluation results on math datasets (MATH, GSM8K, etc)
- Prompt templates and generation logic for step-by-step mathematical reasoning
- Possible integration with external computational tools (CAS) for correctness
- Error analysis modules to diagnose failures and guide improvements
- Support for symbolic, arithmetic, algebraic, calculus, and formal proof domains
Project Samples
