DeepSeek-Math

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DeepSeek-Math is an open-source language model designed to enhance mathematical reasoning. It excels at solving complex math problems without external tools and supports tool use for advanced proofs.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is DeepSeek-Math?

DeepSeek-Math is an advanced open-source language model specifically engineered for mathematical reasoning. Initialized with DeepSeek-Coder-v1.5 7B, it undergoes extensive pre-training on a vast corpus of math-related tokens from Common Crawl, alongside natural language and code data. The model, particularly DeepSeekMath 7B, has demonstrated impressive performance, achieving a 51.7% score on the competition-level MATH benchmark without relying on external toolkits. It also offers strong tool-use capabilities for solving and proving mathematical problems by writing programs. DeepSeek-Math is available in base, instruct, and RL models, supporting both academic and commercial research.

Best used for

Ideal for developers and students who need to tackle complex mathematical problems, generate step-by-step solutions, and leverage AI for formal theorem proving. Especially valuable for researchers and academics exploring the capabilities of open-source language models in advanced mathematical contexts.

Common actions

solve math problems

reason mathematically

generate code for math

prove theorems

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Capabilities

Key features

Mathematical reasoning
Step-by-step problem solving
Tool-use for math
Formal theorem proving
Code generation

Target Audience

developerstudent

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What is the primary advantage of DeepSeek-Math over other open-source models?

DeepSeek-Math stands out for its superior mathematical reasoning, achieving a 51.7% score on the MATH benchmark without external tools. It also integrates strong tool-use capabilities, allowing it to solve and prove problems by generating programs, surpassing many existing open-source models.

Can DeepSeek-Math be used for commercial purposes?

Yes, DeepSeek-Math supports commercial use. The code repository is licensed under the MIT License, and the use of DeepSeekMath models is subject to the Model License, which permits commercial usage. Users should review the specific license files for full details.

How does DeepSeek-Math handle problems requiring external tools?

DeepSeek-Math is designed with strong tool-use ability. By continuing pre-training with DeepSeekCoder-Base-7B-v1.5, it can effectively solve and prove mathematical problems by writing programs, demonstrating its capability to interact with and leverage external functionalities when needed.

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Academic Research Study Assistants Knowledge Management Course Creation Scientific Computing Summarization

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Coding & Development › Code Assistants Coding & Development › Open Source & Models

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