Kimi K2.5: Open Visual Agentic AI with 1T Parameters
Moonshot AI's latest multimodal model with Agent Swarm capability - coordinate up to 100 agents in parallel.
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Key Features
1. Trillion Parameter MoE Architecture
Built on a Mixture-of-Experts architecture with 1 trillion total parameters, Kimi K2.5 activates only 32 billion parameters per request. This efficient design delivers frontier-level capabilities while remaining practical to deploy.
2. Native Multimodal Understanding
Trained on 15 trillion tokens mixing visual and textual data from the start. Vision and language capabilities developed together, enabling seamless image-to-code generation, visual debugging, and diagram understanding.
3. Agent Swarm Capability
Revolutionary parallel multi-agent execution. Kimi K2.5 can autonomously spin up and coordinate up to 100 sub-agents simultaneously, managing workflows spanning up to 1,500 coordinated steps for complex tasks.
4. Front-end Development Expert
Exceptional capabilities in front-end workflows. Transform simple conversational prompts into complete interface code with interactive layouts, animations, and responsive designs.
5. Open Source
Fully open-source model available on Hugging Face. Deploy on your own infrastructure with full control over your data and workflows.
Using cases
Code Generation: Transform natural language descriptions into complete, functional code with proper structure and best practices.
Visual Reasoning: Analyze images and diagrams to extract information, answer questions, and generate insights.
Creative Writing: Generate stories, articles, marketing copy, and other creative content with engaging narratives.
Data Analysis: Process and analyze complex datasets, generate reports, and provide actionable insights.
Multi-language Translation: Translate between languages with nuanced understanding of context and cultural expressions.
Research Assistant: Summarize academic papers, explain complex topics, and assist with literature reviews.