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<title>KIMI K2: Open Agentic Intelligence</title>
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<body>
<div class="poster">
<div class="header">
<h1 class="title">KIMI K2</h1>
<h2 class="subtitle">Open Agentic Intelligence</h2>
<p class="team">Technical Report · Kimi Team</p>
</div>
<div class="content">
<div class="abstract">
<h3 class="abstract-title">ABSTRACT</h3>
<p class="abstract-text">We introduce Kimi K2, a Mixture-of-Experts (MoE) large language model with 32 billion activated parameters and 1 trillion total parameters. We propose the MuonClip optimizer, which improves upon Muon with a novel QK-clip technique to address training instability while enjoying the advanced token efficiency of Muon.</p>
<p class="abstract-text">Kimi K2 achieves state-of-the-art performance among open-source non-thinking models, with strengths in agentic capabilities. Notably, K2 obtains 66.1 on Tau2-Bench, 76.5 on ACEBench (En), 65.8 on SWE-Bench Verified, and 47.3 on SWE-Bench Multilingual — surpassing most open and closed-sourced baselines in non-thinking settings.</p>
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<div class="highlights">
<h3 class="highlights-title">KEY HIGHLIGHTS</h3>
<div class="highlight-item">
<div class="highlight-icon"><i class="fas fa-brain"></i></div>
<div>
<strong>1.04 Trillion Parameters</strong> - MoE architecture with 32B activated parameters
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<div class="highlight-icon"><i class="fas fa-chart-line"></i></div>
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<strong>15.5 Trillion Tokens</strong> - Pre-trained with zero loss spikes
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<div class="highlight-icon"><i class="fas fa-robot"></i></div>
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<strong>Agentic Capabilities</strong> - Superior performance in software engineering and agentic tasks
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<div class="stats">
<div class="stat-item">
<div class="stat-value">66.1</div>
<div class="stat-label">Tau2-Bench</div>
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<div class="stat-item">
<div class="stat-value">76.5</div>
<div class="stat-label">ACEBench (En)</div>
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<div class="stat-value">65.8</div>
<div class="stat-label">SWE-Bench Verified</div>
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<div class="stat-item">
<div class="stat-value">47.3</div>
<div class="stat-label">SWE-Bench Multilingual</div>
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</div>
<div class="image-container">
<img src="https://cdn.vansin.top/picgo/2301e0231d5e471d6d6231ca53eaccfb06089892a33c2d2311d5805ee440c93a.jpg" alt="Kimi K2 Results">
</div>
<div class="tech-grid">
<div class="tech-item">
<div class="tech-icon"><i class="fas fa-cogs"></i></div>
<h4 class="tech-title">MuonClip Optimizer</h4>
<p class="tech-desc">Novel QK-clip technique for stable training</p>
</div>
<div class="tech-item">
<div class="tech-icon"><i class="fas fa-database"></i></div>
<h4 class="tech-title">Agentic Data Pipeline</h4>
<p class="tech-desc">Large-scale synthesis of tool-use demonstrations</p>
</div>
<div class="tech-item">
<div class="tech-icon"><i class="fas fa-robot"></i></div>
<h4 class="tech-title">RL Framework</h4>
<p class="tech-desc">Combines verifiable rewards with self-critique</p>
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</div>
<div class="footer">
Created by <a href="https://huggingface.co/spaces/akhaliq/anycoder" target="_blank">AnyCoder</a>
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