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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
Petli is an innovative mobile app designed for dog training and community engagement, focusing on making positive reinforcement methods both accessible and fun. The platform boasts an extensive library of over 170 detailed video tutorials and more than 400 different activities, categorized into courses for puppies, adults, and senior dogs, alongside specialized themes like leash walking and impulse control. Upon joining, users complete a questionnaire that customizes their training regimen according to their dog’s age, breed, and specific behavioral objectives, and they receive helpful reminders and prompts to encourage regular practice. Additionally, Petli features an extensive knowledge base with over 180 evidence-based articles, quizzes, and a glossary to enhance users' understanding of canine behavior and health. The app's recommendation engine curates new lessons based on individual progress, ensuring a tailored learning experience. Users can also enhance their training through personal coaching by submitting videos for critique from certified trainers, while motivation is further bolstered by achievement medals and the option to share progress with friends and the community. This multifaceted approach not only supports effective training but also fosters a sense of community among dog owners.
API Access
Has API
API Access
Has API
Integrations
DeepSeek
Hugging Face
Pricing Details
Free
Free Trial
Free Version
Pricing Details
Free
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
Petli
Country
Sweden
Website
www.petli.app/