Apply here: https://www.kimi.com/lp/kimi-ambassador (4/4)

🌙 Are influential in your own community, whether it be in tech, entrepreneurship, content creation, or on campus
🌙 Have implemented Kimi K3 into products, agents, workflows, teams, and communities
🌙 Are willing to share your experiences and passions to a broader community (3/4)

The Kimi Global Ambassador Program finds likeminded individuals on the same path, bringing the crew together. We hope that you: (2/4)

Blog: https://www.kimi.com/blog/perception-bench
GitHub: https://github.com/MoonshotAI/PerceptionBench
Hugingface: https://huggingface.co/datasets/moonshotai/PerceptionBench (3/3)

From frontier-model failures across 42 benchmarks, we derive 10 atomic perceptual capabilities and construct 3,000 verified questions, each isolating a single capability and answerable by looking, with no reasoning or external knowledge required. (2/3)

A huge thank-you to the Together AI team for moving fast and making this launch possible! (2/2)

Model weights: https://huggingface.co/moonshotai/Kimi-K3
Tech report: https://github.com/MoonshotAI/Kimi-K3/blob/main/k3_tech_report.pdf
Tech blog: https://www.kimi.com/blog/kimi-k3 (3/3)

Alongside Kimi K3, we're opening up more of the stack behind it — high-performance attention kernels, MoE communication library, and infrastructure for running agent environments at scale. (2/3)