Compare DeepSeekMath vs. QuickMath in 2025

QuickMath

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Description

DeepSeekMath is an advanced 7B parameter language model created by DeepSeek-AI, specifically engineered to enhance mathematical reasoning capabilities within open-source language models. Building upon the foundation of DeepSeek-Coder-v1.5, this model undergoes additional pre-training utilizing 120 billion math-related tokens gathered from Common Crawl, complemented by data from natural language and coding sources. It has shown exceptional outcomes, achieving a score of 51.7% on the challenging MATH benchmark without relying on external tools or voting systems, positioning itself as a strong contender against models like Gemini-Ultra and GPT-4. The model's prowess is further bolstered by a carefully curated data selection pipeline and the implementation of Group Relative Policy Optimization (GRPO), which improves both its mathematical reasoning skills and efficiency in memory usage. DeepSeekMath is offered in various formats including base, instruct, and reinforcement learning (RL) versions, catering to both research and commercial interests, and is intended for individuals eager to delve into or leverage sophisticated mathematical problem-solving in the realm of artificial intelligence. Its versatility makes it a valuable resource for researchers and practitioners alike, driving innovation in AI-driven mathematics.

Description

QuickMath is designed to provide solutions for a wide range of algebraic, equation-related, and calculus challenges commonly encountered by both high school and college learners. Within the algebra segment, users can expand, factor, or simplify nearly any mathematical expression they desire. Additionally, it offers functionalities for breaking down fractions into partial fractions, merging multiple fractions into a single entity, and eliminating common factors within those fractions. The equations component enables the resolution of an equation or a complete system of equations, typically yielding either an exact answer or a numerical solution with the desired level of precision. Users can also tackle inequalities or sets of inequalities involving a single variable, along with options to visualize these inequalities in two dimensions. The calculus portion supports both differentiation and the processes of definite and indefinite integration, while the matrices section provides tools for performing arithmetic operations on matrices. Moreover, the graphs section includes features for plotting various equations and inequalities, making it a comprehensive resource for students seeking assistance in these mathematical areas. In summary, QuickMath is a versatile tool that empowers students to tackle diverse mathematical challenges effectively.