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

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

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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

  • I’ve been using OpenAI’s o1 model for a few weeks now, and it’s really remarkable. What I love most is how deliberate it feels—it doesn’t just throw out answers; it actually “thinks” through complex problems. Whether it’s coding, science, or tough math problems, the level of reasoning is impressive. The way it handles structured outputs like JSON is a huge plus for developers, making data organization so much easier. I also appreciate how accessible it is, whether through ChatGPT Plus or the API—it’s super versatile for a range of applications.

Cons

  • There are some trade-offs with o1’s depth. It can be slower than previous models because of its more thoughtful reasoning, which takes some getting used to. If you’re new to AI or machine learning, the advanced features might feel a bit overwhelming at first. And you might need to tweak your workflows to account for the slightly longer processing times.

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
Phi-4-reasoning

Phi-4-reasoning

Microsoft
Athene-V2

Athene-V2

Nexusflow

Categories

Categories

Integrations

AlphaCodium
BrandRank.AI
C
C++
CSS
ChatGPT Pro
Cody
Elixir
Expanse
Go
HTML
Java
Julia
Microsoft Foundry Agent Service
OpenAI
OpenAI deep research
OpenAI o1-mini
Scala
XXAI
YouPro

Integrations

AlphaCodium
BrandRank.AI
C
C++
CSS
ChatGPT Pro
Cody
Elixir
Expanse
Go
HTML
Java
Julia
Microsoft Foundry Agent Service
OpenAI
OpenAI deep research
OpenAI o1-mini
Scala
XXAI
YouPro
Claim DeepScaleR and update features and information
Claim DeepScaleR and update features and information
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