DeepScaleR

DeepScaleR

Agentica Project
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About

DeepScaleR is a 1.5-billion-parameter language model fine-tuned from DeepSeek-R1-Distilled-Qwen-1.5B using distributed reinforcement learning and a novel iterative context-lengthening strategy that gradually increases its context window from 8K to 24K tokens during training. It was trained on ~40,000 carefully curated mathematical problems drawn from competition-level datasets like AIME (1984–2023), AMC (pre-2023), Omni-MATH, and STILL. DeepScaleR achieves 43.1% accuracy on AIME 2024, a roughly 14.3 percentage point boost over the base model, and surpasses the performance of the proprietary O1-Preview model despite its much smaller size. It also posts strong results on a suite of math benchmarks (e.g., MATH-500, AMC 2023, Minerva Math, OlympiadBench), demonstrating that small, efficient models tuned with RL can match or exceed larger baselines on reasoning tasks.

About

Provide step-by-step solutions to math word problems. Plot and analyze functions and equations with detailed steps. Solve geometry problems, and proofs, and draw geometric shapes. Practice and improve your math skills through interactive personalized exercises and quizzes. Track your progress with detailed performance reports and analytics. Symbolab math solver and helper is a new, professional math calculator and math problem solver. Use Symbolab’s photo math scanner to answer questions, get some help with your math homework, or solve math problems with step-by-step solutions. Have a private math tutor in your pocket. Symbolab is used by over 200 million students to work through and understand more than one billion math problems and explanations. Take a photo with our math answer scanner to learn and solve equations, integrals, derivatives, trigonometry, geometry, calculus problems, limits, and much more.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Researchers, students, and developers interested in an AI model capable of mathematical reasoning and logic tasks without requiring heavy hardware

Audience

Institutions interested in a tool to calculate and solve professional math problems

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 1.0 / 5
ease 1.0 / 5
features 3.0 / 5
design 3.0 / 5
support 1.0 / 5

Pros & Cons from Real Users

Pros

  • The service works fairly well for its intended usage, namely solving math problems. It offers a paid service to provide steps for how to do so, but please see the remainder of my review as to the issues that plague the company, including said paid service.

Cons

  • Based on my and others' experiences, Symbolab has a history of overcharging its customers for subscriptions and refusing to provide refunds.

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Agentica Project
Founded: 2025
United States
agentica-project.com

Company Information

Symbolab
United States
www.symbolab.com

Alternatives

DeepCoder

DeepCoder

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Categories

Categories

Integrations

No info available.

Integrations

No info available.
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