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Description
DeepScaleR is a sophisticated language model comprising 1.5 billion parameters, refined from DeepSeek-R1-Distilled-Qwen-1.5B through the use of distributed reinforcement learning combined with an innovative strategy that incrementally expands its context window from 8,000 to 24,000 tokens during the training process. This model was developed using approximately 40,000 meticulously selected mathematical problems sourced from high-level competition datasets, including AIME (1984–2023), AMC (pre-2023), Omni-MATH, and STILL. Achieving an impressive 43.1% accuracy on the AIME 2024 exam, DeepScaleR demonstrates a significant enhancement of around 14.3 percentage points compared to its base model, and it even outperforms the proprietary O1-Preview model, which is considerably larger. Additionally, it excels on a variety of mathematical benchmarks such as MATH-500, AMC 2023, Minerva Math, and OlympiadBench, indicating that smaller, optimized models fine-tuned with reinforcement learning can rival or surpass the capabilities of larger models in complex reasoning tasks. This advancement underscores the potential of efficient modeling approaches in the realm of mathematical problem-solving.
Description
Obtain detailed, step-by-step guidance for solving mathematical problems, complete with worked-out examples and definitions of key concepts. You can visualize functions and understand variable relationships by instantly graphing any equation. Additionally, you can create graphs for your math challenges and search for supplementary educational resources, such as worksheets and instructional videos. Math assistance is available in your preferred language, and with Math Solver integrated into Microsoft Edge, you can receive help directly alongside your problems. By scanning photos of your math work, whether written by hand or calculated, Microsoft Math quickly identifies the issues and offers comprehensive solutions through detailed explanations, interactive graphs, and access to similar problems and online lectures. You can also efficiently research related mathematical ideas to enhance your understanding. As you work with Microsoft Mathematics, you will build confidence in your skills and techniques. You can write equations on the screen just like you would on paper, or use a sophisticated scientific math calculator to type and adjust your calculations easily. This seamless integration of tools ensures that you have the resources needed to succeed in your math studies.
API Access
Has API
API Access
Has API
Integrations
Microsoft Edge
Pricing Details
Free
Free Trial
Free Version
Pricing Details
Free
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Agentica Project
Founded
2025
Country
United States
Website
agentica-project.com
Vendor Details
Company Name
Microsoft
Country
United States
Website
mathsolver.microsoft.com/en