DeepScaleR

DeepScaleR

Agentica Project
OpenAI o1

OpenAI o1

OpenAI
+
+

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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

OpenAI o1 represents a new series of AI models designed by OpenAI, focusing on enhanced reasoning capabilities. These models, including o1-preview and o1-mini, are trained using a novel reinforcement learning approach to spend more time "thinking" through problems before providing answers. This approach allows o1 to excel in complex problem-solving tasks in areas like coding, mathematics, and science, outperforming previous models like GPT-4o in certain benchmarks. The o1 series aims to tackle challenges that require deeper thought processes, marking a significant step towards AI systems that can reason more like humans, although it's still in the preview stage with ongoing improvements and evaluations.

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

Users interested in a powerful large language model capable of advanced reasoning

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

No information available.
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

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

OpenAI
Founded: 2015
United States
openai.com

Alternatives

DeepCoder

DeepCoder

Agentica Project

Alternatives

Amazon Nova

Amazon Nova

Amazon
Athene-V2

Athene-V2

Nexusflow
Phi-4-reasoning

Phi-4-reasoning

Microsoft

Categories

Categories

Integrations

AI Drive
Amp
C
CSS
ChatGPT Enterprise
Elixir
F#
GlobalGPT
HTML
Infuzu
Java
JavaScript
Kotlin
Microsoft Foundry Agent Service
OpenAI deep research
Qodo
R
SQL
Sider
XXAI

Integrations

AI Drive
Amp
C
CSS
ChatGPT Enterprise
Elixir
F#
GlobalGPT
HTML
Infuzu
Java
JavaScript
Kotlin
Microsoft Foundry Agent Service
OpenAI deep research
Qodo
R
SQL
Sider
XXAI
Claim DeepScaleR and update features and information
Claim DeepScaleR and update features and information
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Claim OpenAI o1 and update features and information