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Average Ratings 0 Ratings
Description
DeepScaleR is a sophisticated language model comprising 1.5 billion parameters, refined from DeepSeek-R1-Distilled-Qwen-1.5B through the use of distributed reinforcement learning combined with an innovative strategy that incrementally expands its context window from 8,000 to 24,000 tokens during the training process. This model was developed using approximately 40,000 meticulously selected mathematical problems sourced from high-level competition datasets, including AIME (1984–2023), AMC (pre-2023), Omni-MATH, and STILL. Achieving an impressive 43.1% accuracy on the AIME 2024 exam, DeepScaleR demonstrates a significant enhancement of around 14.3 percentage points compared to its base model, and it even outperforms the proprietary O1-Preview model, which is considerably larger. Additionally, it excels on a variety of mathematical benchmarks such as MATH-500, AMC 2023, Minerva Math, and OlympiadBench, indicating that smaller, optimized models fine-tuned with reinforcement learning can rival or surpass the capabilities of larger models in complex reasoning tasks. This advancement underscores the potential of efficient modeling approaches in the realm of mathematical problem-solving.
Description
MathML Kit allows you to place MathML files natively without any additional conversions. It allows you to import math equations into Adobe InDesign CC Server and Adobe InDesign.
Major browsers support this format. However, MathML equations should not be printed. Instead, they should be converted to vector (EPS or pdf) or raster formats. Images that are not formatted in this way lose quality and are difficult to maintain. Our solution allows you to insert MathML formulas manually or automatically into InDesign documents and produce high-quality HQ prints.
We support the following Adobe products : Adobe InDesign support CS6 - CC2018. Adobe InDesign Server support CS6 - CC2018. Adobe InCopy support, CS6- CC2018. Extended support for MathML 2.0 presentation. Basic support for MathML 2.0 content. MathML 3.0 basic assistance.
This solution is not for editing, but is primarily for high-quality printing. Customization available upon request.
API Access
Has API
API Access
Has API
Integrations
Adobe Creative Cloud
Adobe InDesign
BlueGriffon
MathJax
WordPad
pdfChip
Integrations
Adobe Creative Cloud
Adobe InDesign
BlueGriffon
MathJax
WordPad
pdfChip
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$199 one-time payment per user
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Agentica Project
Founded
2025
Country
United States
Website
agentica-project.com
Vendor Details
Company Name
Scand
Country
Belarus
Website
scand.com/products/mathml-kit/
Product Features
Product Features
Graphic Design
Collaboration
Data Visualization
Filtering
Image Database
Image Editor
Templates