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Description

DeepSeek-V3 represents a groundbreaking advancement in artificial intelligence, specifically engineered to excel in natural language comprehension, sophisticated reasoning, and decision-making processes. By utilizing highly advanced neural network designs, this model incorporates vast amounts of data alongside refined algorithms to address intricate problems across a wide array of fields, including research, development, business analytics, and automation. Prioritizing both scalability and operational efficiency, DeepSeek-V3 equips developers and organizations with innovative resources that can significantly expedite progress and lead to transformative results. Furthermore, its versatility makes it suitable for various applications, enhancing its value across industries.

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.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

DeepSeek Yes 
01.AI Yes 
Amarsia Yes 
BLACKBOX AI Yes 
C Yes 
C++ Yes 
Clojure Yes 
Elixir Yes 
HTML Yes 
Hugging Face No 
Java Yes 
Kotlin Yes 
Nebius Token Factory Yes 
PPT AI Yes 
Pipeshift Yes 
Ruby Yes 
SQL Yes 
SiliconFlow Yes 
Snowflake Cortex AI Yes 
kluster.ai Yes 

Integrations

DeepSeek Yes 
01.AI No 
Amarsia No 
BLACKBOX AI No 
C No 
C++ No 
Clojure No 
Elixir No 
HTML No 
Hugging Face Yes 
Java No 
Kotlin No 
Nebius Token Factory No 
PPT AI No 
Pipeshift No 
Ruby No 
SQL No 
SiliconFlow No 
Snowflake Cortex AI No 
kluster.ai No 

Pricing Details

Free
Open source
Free Trial No 
Free Version Yes 

Pricing Details

Free
Open source
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App Yes 
iPad App Yes 
Android App Yes 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook 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 

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 No 

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

www.deepseek.com

Vendor Details

Company Name

DeepSeek

Founded

2023

Country

China

Website

deepseek.com

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