DeepScaleR

DeepScaleR

Agentica Project
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+

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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

iCalc is the #1 calculator and math problem solver! Use iCalc to not only calculate but also practice, learn, and understand math. Scan math problems to get step-by-step explanations to the most complex questions. Ask iCalc's built in AI, Math Bot, any question and get details answers on a variety of topics including math, science, and so 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

Math students and professionals

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

No images available

Pricing

Free
Free Version
Free Trial

Pricing

$10/month
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 5.0 / 5
ease 5.0 / 5
features 5.0 / 5
design 5.0 / 5
support 5.0 / 5

Pros & Cons from Real Users

Pros

  • It does WAY more than the other AI apps and has a pretty advanced calculator built in for when you don't want to use an AI solver. It also has an AI bot you can chat and ask questions or just about any topic out there. The AI solver with step-by-step solutions is pretty solid and gives you answers inline with the rest of your calculations.

Cons

  • Sometimes there's a free trial available or a promotion but in general you have to pay.

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

iCalc
Founded: 2023
United States
icalc.io

Alternatives

DeepCoder

DeepCoder

Agentica Project

Alternatives

Phi-4-reasoning

Phi-4-reasoning

Microsoft
HIX Tutor

HIX Tutor

HIX.AI
Athene-V2

Athene-V2

Nexusflow

Categories

Categories

Integrations

No info available.

Integrations

No info available.
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