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What is DeepSeekMath?
DeepSeekMath is an innovative language model with 7 billion parameters, developed by DeepSeek-AI, aimed at significantly improving the mathematical reasoning abilities of open-source language models. This model is built on the advancements of DeepSeek-Coder-v1.5 and has been further pre-trained with an impressive dataset of 120 billion math-related tokens obtained from Common Crawl, alongside supplementary data derived from natural language and coding domains. Its performance is noteworthy, having achieved a remarkable score of 51.7% on the rigorous MATH benchmark without the aid of external tools or voting mechanisms, making it a formidable rival to other models such as Gemini-Ultra and GPT-4. The effectiveness of DeepSeekMath is enhanced by its meticulously designed data selection process and the use of Group Relative Policy Optimization (GRPO), which optimizes both its reasoning capabilities and memory efficiency. Available in various formats, including base, instruct, and reinforcement learning (RL) versions, DeepSeekMath is designed to meet the needs of both research and commercial sectors, appealing to those keen on exploring or utilizing advanced mathematical problem-solving techniques within artificial intelligence. This adaptability ensures that it serves as an essential asset for researchers and practitioners, fostering progress in the field of AI-driven mathematics while encouraging further exploration of its diverse applications.
Integrations Supported
API Availability
Has API
API Availability
Pricing Information
$0.1 per 1M tokens
Pricing Information
Free
Open source
Free Version
Supported Platforms
SaaS
Supported Platforms
Windows
Mac
On-Prem
Linux
Customer Service / Support
Standard Support
Web-Based Support
Customer Service / Support
Not specified
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Company Facts
Organization Name
Upstage AI
Date Founded
2020
Company Location
United States
Company Website
www.upstage.ai/blog/en/solar-pro-2-launch
Company Facts
Organization Name
DeepSeek
Date Founded
2023
Company Location
China
Company Website
deepseek.com
Categories and Features
AI Models
Not specified
Categories and Features
AI Math Solvers
Not specified
AI Models
Not specified