Core Insights - The article highlights the significant advancements made by the domestic AI company Zhipu in the development of its new open-source model, GLM-4.6, which showcases enhanced capabilities in coding and other core functionalities [1][3]. Model Performance - GLM-4.6 has achieved a substantial upgrade in code generation capabilities, aligning it with Claude Sonnet 4, making it the strongest coding model in China [1][3]. - The model has demonstrated improvements in long context processing, reasoning ability, information retrieval, text generation, and agent applications, surpassing the performance of DeepSeek-V3.2-Exp [3][4]. - In real-world programming tasks, GLM-4.6 outperformed Claude Sonnet 4 and other domestic models, with over 30% savings in average token consumption compared to GLM-4.5, marking it as the lowest among similar models [4]. Open Source and Ecosystem - GLM-4.6 is positioned as one of the strongest general-purpose open-source models globally, enhancing the competitive stance of domestic large models in the international landscape [3][4]. - The model's testing environment, ClaudeCode, involved 74 real scenario programming tasks, with all test questions and agent trajectories made public for industry verification and reproducibility [4]. Hardware Adaptation - Zhipu announced that GLM-4.6 has been adapted for deployment on Cambricon's leading domestic AI chips, utilizing an FP8+Int4 mixed-precision inference solution, which significantly reduces inference costs while maintaining model accuracy [4][5]. - The adaptation by Moore Threads based on the vLLM inference framework demonstrates the compatibility and rapid adaptation capabilities of the new generation of GPUs [5]. Future Prospects - The collaboration between the GLM series of models and domestic chips is expected to continuously enhance performance and efficiency in both model training and inference, contributing to a more open, controllable, and efficient AI infrastructure [5].

清华系两家明星AI公司。 在联合研发方面，智谱自主研发 GLM大模型系列，在语言模型和多模态模型方面技术领先，其中开 源视频生成模型CogVideoX在github获得超过1万star。生数专注于自主研发多模态通用大模型， 提供领先的视频生成及多模态生成产品。 智谱与生数两家清华系中国 AI领军公司战略联合，基于双方在多模态领域的技术积累强强组合，不 仅能够进一步提升国产大模型的综合实力和领先水平，更能推动国产大模型行业生态良性的创新合力 与繁荣发展。 本文由公众号IPO早知道（ID：ipozaozhidao）原创撰写，如需转载请联系C叔↓↓↓ 本文为IPO早知道原创 作者｜ Stone Jin 微信公众号｜ipozaozhidao 据 IPO早知道消息， 清华系两家明星 AI公司 日前达成 战略合作 —— 智谱 (Z.ai) 与生数科技 （shengshu.com）宣布将基于各自在大语言模型和多模态生成模型的技术积累和优势，在联合研 发、产品联动、解决方案整合、行业协同等多方面强强联合，共同推进国产大模型的技术创新与产业 落地。 根据战略协议，在产品合作方面，智谱 MaaS平台将接入生数科技Vidu API ...

Core Insights - The strategic partnership between Zhipu and Shenshu Technology focuses on leveraging their respective strengths in large language models and multimodal generation models for collaborative development and integration of products and solutions [1] Group 1: Strategic Collaboration - Zhipu and Shenshu Technology will collaborate on joint research and development, product linkage, solution integration, and industry synergy [1] - The strategic agreement includes the integration of Zhipu's MaaS platform with Shenshu Technology's Vidu API [1]

以下文章来源于新熵 ，作者茯神 新熵 . 洞察商业变量，探寻商业本质。 将投中网设为"星标⭐"，第一时间收获最新推送 国内大模型的竞争规则变了。 来源丨 茯神 编辑丨 思原 来源丨 新熵 DeepSeek给AI大模型行业，免费赠送了一波国民级别的市场教育，却也平等地在先行者们头上，悬起了一把达摩克利斯之剑。 其中，AI"六小虎"之中的智谱就是一个缩影，智谱脱胎于清华大学知识工程研究室，素来有"国家队"之称。然而就在最近开始频频出现融资动作，10天 之内补充弹药达15亿人民币；可与此同时，组织震荡颇有加剧之势，从一线团队到高管大牛皆有波及。冰火两重天的态势，可谓是目前除了DeepSeek 之外，大多数大模型从业者们，真实写照的一个缩影。 2024年底，智谱曾以200亿元的估值，完成一轮30亿元人民币的融资，在这之后，包括杭州城投、上乘资本、华发集团等国资背景的资方快马加鞭地 赶到为其注资。 不过，也有风投人士对「新熵」分析，DeepSeek的横空出世还是对智谱的估值造成了一定负面影响，快速拿钱也可能是为了抢下已经出现上涨瓶颈的 相对高价。 与大开现金粮仓之门形成反差的是，智谱在团队规模和对外投资上呈现出收缩之势 ...