Prompt copied!
The text is now ready to paste anywhere.
Drag
Lightweight intelligence for enterprise applications
A 10B-parameter open-weight reasoning model for resource-constrained environments.
Technical Overview
Comprehensive Model Details
Model Specifications
Context Length
32K native tokens, extendable to 131K
License
MIT
Input/Output Type
Text
Languages
50+ languages
With emphasis on major European languages: German, French, Italian, Spanish, Portuguese.
Model Performance
Intended Use
Real-time interactive applications
Operates at the sub-second latencies required by voice assistants, live chat support, real-time autocomplete, and collaborative editing tools.
Resource-constrained deployment
Runs in scenarios where response times, cost, and computational resources are real constraints — including on laptops and mobile devices.
Agentic reasoning
Delivers reasoning efficiency for AI agents that solve complex coding and mathematical problems and perform sequential, multi-step tasks.
Custom model development
User-adaptable to industry-specific knowledge, terminology, and workflows through open-weight fine-tuning under the MIT license.
Features
10B parameters
Compact open-weight architecture delivering capable reasoning in resource-constrained environments.
Togglable reasoning mode
"Thinking on/off" toggle enabling deep multi-step reasoning or fast, compact output depending on the task.
32K tokens context window, 131K extended
Supports long-document analysis and multi-turn agent workflows thanks to 32K tokens native context window, extensible to 131K tokens via YaRN.
Multilingual European AI
Optimized for English and major European languages, with support for 50+ languages and a 256K-token multilingual vocabulary.
Maximum token efficiency
Fewer tokens generated than comparable models for equivalent reasoning tasks, lowering inference cost and latency in production.
Agent-ready architecture
Optimized for coding, math, instruction following, and multi-step agentic workflows.
Open-weight sovereign release
Enabling full ownership, on-premise deployment, and domain-specific fine-tuning.
AI for high-stakes operations
Organizations across regulated industries use Domyn Large to reason over complex data, automate structured workflows, and support mission-critical decision-making.
Related Products
Our complete product offer
Explore our agents, platform, and compute layer to build a fully integrated AI stack — from chip to frontend.
