Kimi K2
The next-generation AI model for complex reasoning and problem-solving.
What is Kimi K2?
Kimi K2: An Advanced AI Model
Kimi K2 is an advanced AI model, not a car or a person, developed by Moonshot AI. It focuses on sophisticated language tasks, including complex reasoning and autonomous problem-solving.
Recent online information confirms its identity as a large language model (LLM) with significant capabilities, making it a crucial tool for researchers and developers in the AI community.
Key Features of Kimi K2
Agentic Intelligence
Kimi K2 is optimized for tool use and autonomous problem-solving, enabling it to tackle complex tasks independently.
Massive Parameters
Boasting 1 trillion total parameters and 32 billion activated per token, Kimi K2 offers unparalleled depth and capability.
Two Variants
Choose between Kimi-K2-Base for customization and Kimi-K2-Instruct for general chat and agentic experiences.
Advanced Training Methodology
Total Parameters
Activated Parameters
Tokens Trained On
How to Use Kimi K2
Accessing Kimi K2
Kimi K2 offers diverse access options for developers and researchers. You can integrate it into your projects via API or deploy it locally.
- Online availability at Kimi's official website.
- API access through Moonshot AI's platform.
- Local deployment supported by GitHub repositories and Hugging Face.
Recommended inference engines include vLLM, SGLang, KTransformers, and TensorRT-LLM for optimal performance.
Kimi K2 Performance & Benchmarks
Kimi K2 demonstrates strong performance, often matching or exceeding proprietary models like Claude and GPT-4.
Key Benchmark Results for Kimi K2
Benchmark | Kimi K2 Score | Comparison Context |
---|---|---|
SWE-bench Verified | 65.8% | Single-attempt accuracy, strong performance |
SWE-bench Multilingual | 47.3% | Best among tested models |
LiveCodeBench v6 | 53.7% | Competitive with top models |
OJBench | 27.1% | Moderate performance in open-ended tasks |
Tau2-bench | 66.1% | Weighted average, high reliability |
AceBench (en) | 80.1% | Excellent in English tasks |
AIME 2025 | 49.5% | Solid in advanced math and reasoning |
GPQA-Diamond | 75.1% | High accuracy in general knowledge |
For more detailed analysis, refer to recent articles from Analytics Vidhya.