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

Meet Doodle, the suite of programs revolutionizing the way children learn! Covering the core areas of maths and English, our four apps create every child a personalized learning experience tailored to their needs, helping to boost their confidence and ability. Filled with 40,000+ interactive exercises, DoodleMaths explores numerical reasoning and problem solving, giving children core skills they can use in the classroom and beyond! Going beyond instant recall, DoodleTables helps children to understand the relationships between numbers, enabling them to truly master their timetables. Covering spelling, punctuation, grammar, and comprehension, DoodleEnglish builds key literacy skills and explores language in real-life contexts, bringing the curriculum to life. DoodleSpell helps children to understand the meaning behind words and how to use them in sentences, improving their vocabulary and taking them beyond ‘look, cover, write, check’.

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

Schools and anyone searching for a math and English learning application for EYFS, KS1 & KS2

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

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

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

DoodleLearning
Founded: 2011
United Kingdom
doodlelearning.com

Alternatives

DeepCoder

DeepCoder

Agentica Project

Alternatives

ANTON

ANTON

ANTON (solocode GmbH)
Doodly

Doodly

Etison
Phi-4-reasoning

Phi-4-reasoning

Microsoft
Athene-V2

Athene-V2

Nexusflow
ChemDoodle

ChemDoodle

iChemLabs

Categories

Categories

Integrations

No info available.

Integrations

No info available.
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