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README.md
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license: apache-2.0
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# Introduction
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### Integrated Deployment
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- Out-of-the-box inference scripts with pre-configured hardware and software parameters
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- Released **FlagOS-Nvidia** container image supporting deployment within minutes
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license: apache-2.0
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---
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# Introduction
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MiniMax M2.7 is the latest-generation model in the M2 series, as well as the first model in the series to deeply participate in its own iteration. It can autonomously build complex Agent Harnesses and Skills, update its own Memory, and drive self-iteration through reinforcement learning, forming a closed loop of "model-driven model evolution".
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In terms of capabilities, M2.7 covers the entire software engineering workflow from code generation and log troubleshooting to end-to-end project delivery, achieving a score of 56.22% on the SWE-Pro benchmark, on par with GPT-5.3-Codex. It also delivers strong performance in professional office scenarios, ranking behind only Opus4.6, Sonnet4.6 and GPT-5.4 on the GDPval-AA metric, while maintaining a 97% instruction-following rate across 40 complex Skills scenarios involving more than 2000 tokens.
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### Integrated Deployment
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- Out-of-the-box inference scripts with pre-configured hardware and software parameters
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- Released **FlagOS-Nvidia** container image supporting deployment within minutes
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