DeepScaleR

DeepScaleR

Agentica Project
K2 Think

K2 Think

Institute of Foundation Models
+
+

Related Products

  • ScriptSure
    30 Ratings
    Visit Website
  • RunPod
    205 Ratings
    Visit Website
  • Syncro
    538 Ratings
    Visit Website
  • PackageX OCR Scanning
    46 Ratings
    Visit Website
  • Setplex
    10 Ratings
    Visit Website
  • Ango Hub
    15 Ratings
    Visit Website
  • Adaptive Security
    83 Ratings
    Visit Website
  • Evertune
    1 Rating
    Visit Website
  • CMW Platform
    681 Ratings
    Visit Website
  • Iru
    1,470 Ratings
    Visit Website

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

K2 Think is an open source advanced reasoning model developed collaboratively by the Institute of Foundation Models at MBZUAI and G42. Despite only having 32 billion parameters, it delivers performance comparable to flagship models with many more parameters. It excels in mathematical reasoning, achieving top scores on competitive benchmarks such as AIME ’24/’25, HMMT ’25, and OMNI-Math-HARD. K2 Think is part of a suite of UAE-developed open models, alongside Jais (Arabic), NANDA (Hindi), and SHERKALA (Kazakh), and builds on the foundation laid by K2-65B, the fully reproducible open source foundation model released in 2024. The model is designed to be open, fast, and flexible, offering a web app interface for exploration, and with its efficiency in parameter positioning, it is a breakthrough in compact architectures for advanced AI reasoning.

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

Researchers, developers, or institutions wanting a tool providing a model for mathematical or logical tasks, especially where resources are limited but performance is required

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

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

Review this Software

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

Institute of Foundation Models
United States
www.k2think.ai/k2think

Alternatives

DeepCoder

DeepCoder

Agentica Project

Alternatives

DeepSeek R1

DeepSeek R1

DeepSeek
DeepScaleR

DeepScaleR

Agentica Project
GLM-4.1V

GLM-4.1V

Zhipu AI
Athene-V2

Athene-V2

Nexusflow
QwQ-32B

QwQ-32B

Alibaba
Phi-4-reasoning

Phi-4-reasoning

Microsoft
Olmo 3

Olmo 3

Ai2

Categories

Categories

Integrations

No info available.

Integrations

No info available.
Claim DeepScaleR and update features and information
Claim DeepScaleR and update features and information
Claim K2 Think and update features and information
Claim K2 Think and update features and information