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Description

Kimi K2 represents a cutting-edge series of open-source large language models utilizing a mixture-of-experts (MoE) architecture, with a staggering 1 trillion parameters in total and 32 billion activated parameters tailored for optimized task execution. Utilizing the Muon optimizer, it has been trained on a substantial dataset of over 15.5 trillion tokens, with its performance enhanced by MuonClip’s attention-logit clamping mechanism, resulting in remarkable capabilities in areas such as advanced knowledge comprehension, logical reasoning, mathematics, programming, and various agentic operations. Moonshot AI offers two distinct versions: Kimi-K2-Base, designed for research-level fine-tuning, and Kimi-K2-Instruct, which is pre-trained for immediate applications in chat and tool interactions, facilitating both customized development and seamless integration of agentic features. Comparative benchmarks indicate that Kimi K2 surpasses other leading open-source models and competes effectively with top proprietary systems, particularly excelling in coding and intricate task analysis. Furthermore, it boasts a generous context length of 128 K tokens, compatibility with tool-calling APIs, and support for industry-standard inference engines, making it a versatile option for various applications. The innovative design and features of Kimi K2 position it as a significant advancement in the field of artificial intelligence language processing.

Description

Meet the AI that thinks with you, not at you. Nodalist is a visual canvas where your ideas, strategies, and decisions live as connected nodes — and AI Agents grow with them, breaking things down, sparking fresh angles, or deciding alongside you. When the question matters, the world's top AI models debate it together. Bring your files. Your AI Thinking Partner. Nodalist is built for the questions that need structure, context, and second opinions. You think on a canvas where every idea, file, and AI response becomes a node you can connect, revisit, and build on. AI Agents read the whole branch as context, so what they generate fits the thinking that came before. For high-stakes questions, AI Storming brings six leading models — Gemini, ChatGPT, Claude, Grok, Kimi, DeepSeek — into a structured debate. They take rounds, push back, and converge on consensus. Attach files. Export the result. The work persists. Free to start.