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features
design
support

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Description

DeepSeek-V3.2-Speciale is the most advanced reasoning-focused version of the DeepSeek-V3.2 family, designed to excel in mathematical, algorithmic, and logic-intensive tasks. It incorporates DeepSeek Sparse Attention (DSA), an efficient attention mechanism tailored for very long contexts, enabling scalable reasoning with minimal compute costs. The model undergoes a robust reinforcement learning pipeline that scales post-training compute to frontier levels, enabling performance that exceeds GPT-5 on internal evaluations. Its achievements include gold-medal-level solutions in IMO 2025, IOI 2025, ICPC World Finals, and CMO 2025, with final submissions publicly released for verification. Unlike the standard V3.2 model, the Speciale variant removes tool-calling capabilities to maximize focused reasoning output without external interactions. DeepSeek-V3.2-Speciale uses a revised chat template with explicit thinking blocks and system-level reasoning formatting. The repository includes encoding tools showing how to convert OpenAI-style chat messages into DeepSeek’s specialized input format. With its MIT license and 685B-parameter architecture, DeepSeek-V3.2-Speciale offers cutting-edge performance for academic research, competitive programming, and enterprise-level reasoning applications.

Description

Seek is a powerful insights platform that empowers organizations to uncover data at scale via ready-to-use analytics applications. This cloud-native platform effortlessly integrates with existing systems, delivering comprehensive insights through user-friendly analytics, dashboards, strategies, solutions, and outcomes. Crafted by industry professionals and built on advanced cloud architecture, Seek allows teams to utilize multiple solutions within a single, easy-to-navigate platform. It enhances the value of data in organizations by bridging the gap between insights and actionable strategies. The Seek platform equips data leaders to expand both the scale and scope of their analytics capabilities by offering proven solutions tailored for their teams. Additionally, Seek enables Category Leaders to ensure that stores maintain an optimal assortment of brands and products, while also providing valuable insights into brand performance, fostering a culture of insight-driven leadership in their respective categories. Ultimately, Seek positions organizations to stay ahead of the curve in a rapidly evolving marketplace.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

DeepSeek Yes 
Fairgo.ai No 
Hugging Face Yes 

Integrations

DeepSeek No 
Fairgo.ai Yes 
Hugging Face No 

Pricing Details

Free
Open source
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

DeepSeek

Founded

2023

Country

China

Website

deepseek.com

Vendor Details

Company Name

Seek

Country

United States

Website

seekinsights.com

Product Features

Business Intelligence

Ad Hoc Reports No 
Benchmarking No 
Budgeting & Forecasting No 
Dashboard No 
Data Analysis No 
Key Performance Indicators No 
Natural Language Generation (NLG) No 
Performance Metrics No 
Predictive Analytics No 
Profitability Analysis No 
Strategic Planning No 
Trend / Problem Indicators No 
Visual Analytics No 

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