Moonshot AI releases Kimi K2.7-Code, claiming 30% lower reasoning token usage compared to K2.6, available under a modified MIT license
VentureBeat Sean Michael Kerner
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Discussion
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@elliotarledge
Elliot Arledge
on x
I benchmarked Kimi K2.7-Code (1T MoE, coding-specialized, just dropped) on KernelBench-Hard, against its general predecessor K2.6 and the current board-topper Claude Fable 5. Disclaimer, this is just measuring on kernel optimization ability, which is a very small chunk of [image]
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@kimi_moonshot
@kimi_moonshot
on x
🌘 Kimi-K2.7-Code, our latest coding model, is now released and open-sourced! 🔷 Improved coding & agent performance over K2.6: +21.8% on Kimi Code Bench v2, +11.0% on Program Bench, and +31.5% on MLS Bench Lite. 🔷 Reasoning efficiency: Less overthinking, with 30% lower [image]
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@vllm_project
@vllm_project
on x
🎉 Congrats to @Kimi_Moonshot on Kimi K2.7-Code, a coding-focused agentic model built on K2.6. ✨ 1T-parameter Mixture-of-Experts, 32B active per token ✨ MLA attention with a 256K-token context window ✨ ~30% fewer thinking tokens than K2.6 for more efficient reasoning [image]
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@kimmonismus
@kimmonismus
on x
Moonshot just released Kimi-K2.7 code, a huge upgrade to Kimi-K2.6! Big jump over K2.6: +21.8% on Kimi Code Bench v2 +11.0% on Program Bench +31.5% on MLS Bench Lite It also uses 30% fewer reasoning tokens, follows instructions better, and improves long-horizon coding tasks. 6x
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@zephyr_z9
@zephyr_z9
on x
Great work from KIMI
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@teortaxestex
@teortaxestex
on x
I want to see this compared with Composer 2.5 Like, really hard Cursor has a ton of proprietary data, a large head start, and threw a Colossus at RLing Kimi K2.5 checkpoint. What is the gap now?
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@xeophon
Florian Brand
on x
@Kimi_Moonshot Congrats!!! Overthinking in K2.6 was too much, so glad you tackled this
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@matthewberman
Matthew Berman
on x
Nearly frontier open source coding model. Congrats to the Kimi team. I would love to see this tested against DeepSWE [image]
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r/ArtificialInteligence
r
on reddit
Kimi-K2.7-Code: Latest Coding Model by Moonshot AI