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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

MiroMind is an advanced AI research and prediction tool crafted for exceptional reasoning and independent investigation, specifically tailored for addressing real-world issues. Unlike typical chatbots, this open-source AI serves as a collaborative research partner that tackles intricate problems through organized reasoning, real-time internet searches, and validation based on evidence. Its Deep Research Mode generates thorough, evidence-rich reports rather than mere summaries, autonomously scouring and synthesizing information from numerous sources to reveal precise insights. Additionally, MiroMind boasts high-level reasoning abilities, empowering users to confidently tackle intricate math, coding, and logic challenges, employing iterative verification to guarantee precision throughout the process. Furthermore, it harnesses predictive intelligence, allowing users to engage in activities such as financial forecasting and competitive analysis by meticulously assessing data trends and patterns to inform decision-making. This multifaceted functionality positions MiroMind as a powerful asset in the realm of research and analytics.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

DeepSeek
Hugging Face

Integrations

DeepSeek
Hugging Face

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$19 per month
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

DeepSeek

Founded

2023

Country

China

Website

deepseek.com

Vendor Details

Company Name

MiroMind

Country

United States

Website

www.miromind.ai/

Product Features

Product Features

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