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kimi-k2-0905

Kimi-k2-0905 is the latest iteration of Moonshot AI’s large-scale Mixture-of-Experts (MoE) architecture, specifically optimized for high-throughput reasoning and complex instruction following. For developers, the core value lies in its massive 1-trillion parameter scale, which enables sophisticated pattern recognition and deep logical reasoning across diverse datasets. Unlike dense models, its MoE structure offers a more efficient compute-to-performance ratio, making it a strong candidate for agentic workflows and long-context reasoning tasks. The model supports a significant context window of 262,144 tokens, allowing for the processing of entire codebases or extensive documentation in a single pass. Whether you are building autonomous agents, complex RAG pipelines, or advanced coding assistants, Kimi-k2-0905 provides the architectural depth required for production-grade applications where precision and context retention are non-negotiable.

moonshotaitext generation
01 / MODEL CARD

Model card

Kimi-k2-0905 is the latest iteration of Moonshot AI’s large-scale Mixture-of-Experts (MoE) architecture, specifically optimized for high-throughput reasoning and complex instruction following. For developers, the core value lies in its massive 1-trillion parameter scale, which enables sophisticated pattern recognition and deep logical reasoning across diverse datasets. Unlike dense models, its MoE structure offers a more efficient compute-to-performance ratio, making it a strong candidate for agentic workflows and long-context reasoning tasks. The model supports a significant context window of 262,144 tokens, allowing for the processing of entire codebases or extensive documentation in a single pass. Whether you are building autonomous agents, complex RAG pipelines, or advanced coding assistants, Kimi-k2-0905 provides the architectural depth required for production-grade applications where precision and context retention are non-negotiable.

Model typetext generation
Providermoonshotai
LicenseAPI
02 / FILES & VERSIONS

Model files and versions

Model cardModel description and metadata available in this entry
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Source repositoryhttps://openrouter.ai/moonshotai/kimi-k2-0905
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03 / DOWNLOAD

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04 / WORKFLOW

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  1. 01
    Step 1

    Read the model card and source information.

  2. 02
    Step 2

    Start with a small, non-sensitive evaluation.

  3. 03
    Step 3

    Review quality, licensing and usage limits.

  4. 04
    Step 4

    Adopt it only after validation.

05 / DISCUSSIONS

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