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Kimi K2.5 - The Dark Side of the Moon: Kimi's next-generation all-around flagship model, open sourced from the internet.

Kimi K2.5 is the latest generation of all-around flagship model from Dark Side of the Moon, trained on approximately 15TB of visual and text data. It boasts top-tier code generation and visual understanding capabilities, supports autonomous agent cluster collaboration,...

What is Kimi K2.5?

Kimi K2.5 is the next-generation, all-around flagship model from Dark Side of the Moon, trained on approximately 15TB of visual and text data. It boasts top-tier code generation and visual understanding capabilities, supports autonomous agent cluster collaboration, and can schedule up to 100 sub-agents to process complex tasks in parallel, significantly improving execution efficiency. Kimi K2.5 offers four modes: Quick, Think, Agent, and Agent Cluster, suitable for various scenarios, including front-end development, office automation, and complex problem solving. The model is available through platforms such as Kimi.com, the Kimi App, the Kimi Open Platform, and Kimi Code (Kimi's newly launched programming tool), helping users complete tasks efficiently.

Main functions of Kimi K2.5

  • Visual and text fusionKimi K2.5 can process text and images simultaneously, understand design drawings, videos and other content, realize "image-based application writing", transform visual content into interactive web pages or code, and support pixel-level replication and visual adjustment.
  • Multimodal thinkingThe model supports switching between a thinking mode and a fast mode. The thinking mode is suitable for complex tasks and allows for deep logical reasoning; the fast mode is suitable for instant question answering and rapid response.
  • Agent SwarmIn complex tasks, Kimi K2.5 can break down tasks and schedule multiple "clones" to work together, supporting high concurrency processing and completing up to 1,500 steps of operation, suitable for batch tasks and multi-perspective analysis.
  • Expert-level office agentThe model is deeply optimized for use with office software such as PPT, Word, and Excel, and can process text, parse charts and complex layouts, providing professional-grade output.
  • Native programming support (Kimi Code)A terminal-based coding agent that supports adding, deleting, modifying, and querying local code, automatically generating and modifying code, running tests, and interpreting changes, making it convenient for developers to use.
  • One-click deployment and application generationThe generated web pages or applications can be deployed directly online, quickly transforming designs into practical, usable products.

Kimi K2.5 performance

Kimi K2.5 is a native multimodal model trained on approximately 15TB of mixed visual and text data, demonstrating outstanding performance in tasks such as visual understanding, image generation, and video analysis. For example, in visual benchmarks such as MMMU-Pro and MathVision, Kimi K2.5 outperforms or approaches other top models.

Kimi K2.5 Project Official Website

  • Project official websiteLink: https://www.kimi.com/blog/kimi-k2-5.html
  • HuggingFace model library:https://huggingface.co/collections/moonshotai/kimi-k25

API call pricing for Kimi K2.5

  • Input (uncached)The price per M Token is ¥4, which is 50% lower than K2 Turbo.
  • Input (cache)The price per M Token is ¥0.7, a 30% decrease compared to K2 Turbo.
  • OutputThe price per M Token is ¥21, a 63.8% decrease compared to K2 Turbo.

Application scenarios of Kimi K2.5

  • Software Development and ProgrammingKimi K2.5 can directly convert design drafts or videos into interactive web pages or applications, supporting local code generation, modification, and one-click deployment, greatly improving development efficiency.
  • Office AutomationThe model can serve as an expert-level office assistant, deeply optimizing PPT, Word, and Excel documents, supporting batch task processing and multi-task collaboration, and significantly improving office efficiency.
  • Education and LearningKimi K2.5 can generate personalized learning plans and teaching materials based on students' needs, provide real-time tutoring, and reduce teachers' lesson preparation burden.
  • Creativity and DesignThe model can directly convert design drafts into code, supports batch generation of creative materials and visual adjustments, and helps designers complete projects quickly.
  • Business and Market AnalysisKimi K2.5 can quickly conduct market research, generate business plans, and assist in decision-making through data visualization, helping companies to analyze the market efficiently.
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