Shannon Pro 1.6
Maximum capability AI powered by Mistral Large 3 with 675B parameters at full FP16 precision. Post-trained with KIMI K2 Thinking Trace using GRPO (Group Relative Policy Optimization) for transparent chain-of-thought reasoning. Native Skills support for enterprise-grade workflows.
KIMI K2 Transparent Reasoning Pipeline
Shannon Pro 1.6 exposes its reasoning process through KIMI K2 Thinking Traces, allowing you to see exactly how the model arrives at its conclusions.
Input Analysis
Parse request and identify key requirements
Problem Decomposition
Break complex tasks into manageable steps
Reasoning Trace
Transparent KIMI K2 thinking process
Synthesis
Optimal response with full trace
Granular Mixture-of-Experts at Full Precision
Shannon Pro 1.6 runs Mistral Large 3 at full FP16 precision, preserving every nuance of the model's capabilities for maximum performance and reasoning quality.
Language Model
Granular MoE with 39B active params
Vision Encoder
Multimodal image analysis
Full Precision
Maximum model fidelity
Thinking Training
KIMI K2 reasoning traces
KIMI K2 Thinking Trace Distillation
Shannon Pro 1.6 leverages GRPO (Group Relative Policy Optimization) to incorporate KIMI K2's advanced thinking traces, enabling transparent chain-of-thought reasoning.
Group Relative Policy Optimization
Advanced reinforcement learning technique that optimizes model responses relative to group performance, ensuring consistent high-quality reasoning across diverse tasks.
KIMI K2 Thinking Traces
Distilled from KIMI K2's advanced reasoning patterns, providing transparent step-by-step thinking that reveals how the model approaches complex problems.
Interpretable Reasoning
Every reasoning step is exposed and auditable, enabling researchers and developers to understand and verify the model's decision-making process.
Dual-Stage Training Pipeline
Shannon Pro 1.6 combines the power of Mistral Large 3's foundation with advanced GRPO training on KIMI K2 thinking traces for unparalleled reasoning capabilities.
Mistral Large 3 Foundation
Built on Mistral's state-of-the-art Instruct 2512 BF16 model at full FP16 precision, preserving all model capabilities for maximum performance.
KIMI K2 Reasoning
Post-trained on KIMI K2 Thinking Traces, capturing advanced reasoning patterns, multi-step problem decomposition, and transparent chain-of-thought processes.
GRPO Optimization
Group Relative Policy Optimization fine-tuning ensures consistent high-quality reasoning across diverse domains and task complexities.
🔧 Skills Integration
Native support for custom Skills enables extensible AI capabilities. Create, share, and deploy specialized workflows enhanced by transparent reasoning.
Extend Shannon Pro with Custom Skills
Shannon Pro 1.6 features native Skills integration with transparent reasoning, allowing you to create advanced capabilities with visible thinking traces.
Research Analysis Skills
Create skills for academic research, literature review, and hypothesis generation with transparent reasoning traces showing the analytical process.
Complex Problem Solving
Build skills that tackle multi-step problems with visible chain-of-thought reasoning for debugging and optimization tasks.
Strategic Planning Skills
Design skills for business strategy and decision-making with transparent reasoning that stakeholders can audit and verify.
Educational Skills
Create tutoring and explanation skills that show step-by-step reasoning, perfect for educational applications.
High-Performance Infrastructure
Shannon Pro 1.6 at full FP16 precision requires high-performance GPU infrastructure for optimal performance and maximum capability.
NVIDIA B200
Next-generation Blackwell architecture for optimal FP16 performance
NVIDIA H200
Enhanced Hopper with expanded memory for full model
Cloud Hosted
Fully managed FP16 deployment with auto-scaling
Maximum Capability AI Features
Shannon Pro 1.6 delivers frontier capabilities with transparent reasoning for the most demanding enterprise and research workloads.
Thinking Traces
KIMI K2 transparent chain-of-thought reasoning exposes the model's decision-making process.
Multimodal Vision
Analyze images with the integrated 2.5B vision encoder and reasoning-enhanced descriptions.
Multilingual Support
Native support for 12+ languages with consistent reasoning quality across all languages.
Agentic Capabilities
Best-in-class agentic features with reasoning-aware function calling and tool use.
Long Context
256K context window with coherent reasoning across extended documents.
Native Skills
Create and deploy custom Skills enhanced by transparent reasoning capabilities.
Designed for Complex Reasoning Tasks
Shannon Pro 1.6 excels at tasks requiring deep reasoning, multi-step problem solving, and transparent decision-making processes.
Scientific Research
Complex research analysis with transparent reasoning traces
Complex Problem Solving
Multi-step reasoning for engineering and technical challenges
Strategic Analysis
Business strategy with auditable decision-making processes
Advanced Code Generation
Complex coding with visible reasoning about architecture
Educational Applications
Step-by-step explanations with transparent reasoning
Enterprise Decision Support
Auditable AI recommendations for critical decisions
Shannon Pro vs Shannon Lite
Choose the right Shannon model for your needs. Pro provides maximum capability with transparent reasoning, while Lite offers efficient deployment.
| Feature | Shannon Pro 1.6 | Shannon Lite 1.6 |
|---|---|---|
| Base Model | Mistral Large 3 | Mistral Large 3 |
| Total Parameters | 675B | 675B |
| Precision | Full FP16 | NVFP4 |
| Post-Training | KIMI K2 Thinking Trace (GRPO) | Claude Opus 4.5 |
| Reasoning | Chain-of-Thought | Standard |
| Skills Support | Native | Native |
| Best For | Maximum Capability | Efficient Deployment |
Experience Shannon Pro 1.6
Maximum capability AI with full FP16 precision and KIMI K2 transparent reasoning. See how AI really thinks.