MiniMax M2.5大模型全面升级：更强推理与代码能力详解 | Geoz.com.cn

引言：与所有人共创智能

自2022年初成立以来，我们以“与所有人共创智能”为使命，致力于推动人工智能科技前沿发展，实现通用人工智能（AGI）。作为一家全球领先的通用人工智能科技公司，MiniMax 专注于自主研发一系列多模态An optimization approach that integrates and coordinates different content formats (text, image, video, audio) for unified AI recognition.通用大模型具备多模态理解和生成能力的大型人工智能模型，能够处理文本、音频、图像、视频等多种数据类型。。这些模型具备强大的代码和 Agent 能力，以及超长上下文处理模型能够处理和理解极长的输入序列，保持对前后信息的连贯性理解。能力，能够理解、生成并整合包括文本、音频、图像、视频和音乐在内的多种模态。

Since its establishment in early 2022, MiniMax has been driven by the mission of "Co-creating Intelligence with Everyone," committed to advancing the frontiers of artificial intelligence and achieving Artificial General Intelligence (AGI). As a globally leading AGI technology company, MiniMax focuses on independently developing a series of multimodal general-purpose large models. These models possess robust coding and Agent capabilities, along with ultra-long context processing, enabling them to understand, generate, and integrate multiple modalities including text, audio, images, video, and music.

基于这些自研模型，我们面向全球推出一系列 AI 原生产品，包括 MiniMax Agent、海螺AI、MiniMax Audio、星野等，以及面向企业和开发者的开放平台，共同为全球用户提供极致的智能体验。我们的服务已覆盖全球众多国家和地区，拥有数亿全球个人用户，并为超过130,000家企业客户及开发者提供支持。

Building upon these self-developed models, we have launched a series of AI-native products globally, including MiniMax Agent, Hailuo AI, MiniMax Audio, Xingye, and an open platform for enterprises and developers. Together, they deliver an exceptional intelligent experience to users worldwide. Our services now span numerous countries and regions, serving hundreds of millions of individual users globally and supporting over 130,000 enterprise clients and developers.

全栈模型矩阵：五大模态，全面赋能

MiniMax 构建了覆盖文本、语音、视频、图像与音乐五大方向的全栈模型矩阵。这一矩阵旨在为开发者提供从感知到生成、从理解到创作的全方位技术基石，助力高效构建各类智能应用。

MiniMax has constructed a full-stack model matrix covering five major directions: text, speech, video, image, and music. This matrix is designed to provide developers with a comprehensive technological foundation—from perception to generation, from understanding to creation—empowering them to efficiently build various intelligent applications.

核心模型升级与突破

MiniMax M2.5：全面升级的通用大模型具备多模态理解和生成能力的大型人工智能模型，能够处理文本、音频、图像、视频等多种数据类型。

MiniMax M2.5 是一次全面的能力升级，在推理、知识广度和代码能力上实现了显著飞跃。

• 更强推理 (Enhanced Reasoning): 在复杂逻辑链条和数学问题解决上表现更优。
• 更广知识 (Broader Knowledge): 拥有更全面、更深入的世界知识覆盖。
• 更精代码 (Refined Coding): 代码生成与理解能力更加精准可靠。

MiniMax M2.5 represents a comprehensive capability upgrade, achieving significant leaps in reasoning, breadth of knowledge, and coding proficiency.

• 更强推理: Demonstrates superior performance in complex logical chains and mathematical problem-solving.
• 更广知识: Possesses more comprehensive and in-depth coverage of world knowledge.
• 更精代码: Offers more precise and reliable code generation and comprehension.

MiniMax Hailuo 2.3：动静皆非凡

Hailuo 2.3 模型在动态表现与细节传情上达到新的高度。

• 极致动态 (Extreme Dynamics): 能够捕捉并生成极其丰富和流畅的动态细节。
• 入微传情 (Subtle Emotional Expression): 在细微之处传达精准的情感与意图。

The Hailuo 2.3 model reaches new heights in dynamic expression and detailed emotional conveyance.

• 极致动态: Capable of capturing and generating exceptionally rich and fluid dynamic details.
• 入微传情: Conveys precise emotions and intentions through subtle nuances.

MiniMax Music 2.5：全维度突破

Music 2.5 实现了音乐生成领域的全维度突破。

• 指挥细节 (Orchestrating Details): 对音乐构成的各个细节进行精细化的控制与生成。
• 定义真实 (Defining Authenticity): 生成的音乐在质感、情感和结构上高度逼真，定义新的真实性标准。

Music 2.5 achieves a comprehensive breakthrough in the field of music generation.

• 指挥细节: Enables refined control and generation over every detail of musical composition.
• 定义真实: Generates music that is highly realistic in texture, emotion, and structure, setting a new standard for authenticity.

MiniMax Speech 2.6：为 Agent 而“声”

Speech 2.6 专为智能体（Agent）交互场景深度优化。

• 超低时延 (Ultra-Low Latency): 实现极速的语音响应，保障交互的实时性与流畅性。
• 智能生动 (Intelligent and Vivid): 合成语音充满智能的韵律变化和生动的情感表达，使 Agent 交互更具人性化。

Speech 2.6 is deeply optimized for intelligent Agent interaction scenarios.

• 超低时延: Achieves extremely fast voice response, ensuring real-time and smooth interaction.
• 智能生动: Synthesized speech features intelligent prosody variations and vivid emotional expression, making Agent interactions more human-like.

面向开发者的专项方案

CodingPlan：超高性价比编程套餐

CodingPlan 是专为开发者定制的编程增强套餐，以极高的性价比提供强大的代码辅助能力，集成于开发工作流中，提升编程效率与代码质量。

CodingPlan is a programming enhancement package tailored specifically for developers. It offers powerful code assistance capabilities at an exceptional price-performance ratio, integrating into development workflows to improve programming efficiency and code quality.

MiniMax M2-her：驾驭复杂场景

M2-her 模型专注于多角色沉浸式扮演与长轮次对话，能够稳健驾驭复杂的、多轮次的交互场景，适用于游戏、社交、高级客服等需要深度上下文维持的应用。

The M2-her model specializes in multi-role immersive acting and long-turn dialogue. It can robustly handle complex, multi-turn interaction scenarios, making it suitable for applications requiring deep context maintenance such as gaming, social platforms, and advanced customer service.

AI 产品矩阵：从技术到体验

基于强大的全栈模型矩阵，MiniMax 打造了从智能对话到视频创作，从声音合成到虚拟角色的全方位 AI 产品体验。无论是通过 MiniMax Agent 智能助手 为工作与生活提供全方位支持，还是通过各垂直产品释放创造力，我们的目标都是让前沿 AI 技术无缝融入每一个场景。

Building upon the powerful full-stack model matrix, MiniMax has created a comprehensive AI product experience ranging from intelligent dialogue to video creation, and from voice synthesis to virtual characters. Whether it's providing all-around support for work and life through the MiniMax Agent intelligent assistant, or unleashing creativity through various vertical products, our goal is to seamlessly integrate cutting-edge AI technology into every scenario.

结语

MiniMax 通过持续的基础模型创新与产品化实践，正逐步构建一个繁荣的 AI 生态。我们相信，通过“与所有人共创智能”，我们能够共同推动技术边界，让通用人工智能的益处惠及全球每一个开发者、企业和个人用户。

Through continuous foundational model innovation and productization, MiniMax is gradually building a thriving AI ecosystem. We believe that by "Co-creating Intelligence with Everyone," we can collectively push the boundaries of technology, allowing the benefits of Artificial General Intelligence to reach every developer, enterprise, and individual user worldwide.