pith:DWUOSFPW

The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence

Aonian Li, Baichuan Zhou, Bangwei Gong, Binyang Jiang, Boji Dan, Changqing Yu, Chao Wang, Chengjun Xiao, Cheng Ma, Chengyi Yang, Chengyu Du, Cheng Zhong, Cheng Zhu, Chenyang Zhang, Chi Zhang, Chuangyi Huang, Chunhao Zhang, Chunhui Du, Chunyu Zhao, Congchao Guo, Da Chen, Deming Ding, Dianjun Sun, Dongyu Zhang, Enhui Yang, Fei Yu, Guang Zheng, Guodong Zheng, Guohong Li, Haichao Zhu, Haigang Zhou, Haimo Zhang, Han Ding, Haohai Sun, Haolin Lyu, Haonan Lu, Haoyu Wang, Hao Zhang, Huajie Shi, Huiyang Li, Jiacheng Chen, Jian Zhang, Jiaqi Zhuang, Jiaren Cai, Jiaxin Pan, Jiayao Li, Jiayuan Song, Jichuan Zhang, Jie Wang, Jihao Gu, Jingwei Dong, Jingyang Li, Jingyu Zhang, Jingze Zhuang, Jinhao Tian, Jinli Liu, Jinyi Hu, Jin Zhu, Junbin Ruan, Junhao Xu, Junjie Yan, Jun Tao, Junteng Liu, Junxian He, Jun Zhang, Kang Xu, Kecheng Xiao, Ke Ji, Ke Yang, Keyu Duan, Keyu Li, Le Han, Letian Ruan, Lianfei Yu, Liheng Feng, Lijie Mo, Lingye Bao, Lingyuan Zhou, Lingyu Yang, Lin Li, Li Yuan, Loki, Lu Chen, Lunbin Ceng, Ming Li, Mingliang Tao, Mingyuan Chi, Ming Zhong, MiniMax: Aili Chen, Mujie Lin, Nan Hu, Ningxin Chen, Peiyin Zhu, Pengcheng Gao, Pengfei Li, Peng Gao, Penglin Li, Pengyu Zhao, Qibin Ren, Qidi Xu, Qihan Ren, Qile Li, Qin Wang, Quanliang Chen, Qunhong Ceng, Rong Tian, Rui Dong, Ruitao Leng, Ruize Zhang, Shanqi Liu, Shaoyu Chen, Sheng Jia, Shun Yao, Shuoran Zhao, Shuqi Yu, Sicheng Pan, Sichen Li, Songquan Zhu, Tengfei Li, Tiancheng Qin, Tianrun Liang, Tian Xie, Wei Liu, Weiqi Xu, Weitao Li, Weixiang Chen, Weiyu Cheng, Weiyu Zhang, Wenhu Chen, Wenqian Zhao, Xiancai Chen, Xiangjun Song, Xiangyuan Wang, Xiaobo Li, Xiaodong Han, Xiaojie Wu, Xiao Luo, Xiao Su, Xihao Song, Xingyi Han, Xinyu Guan, Xuan Lu, Xunhao Lai, Xun Zou, Xutong Li, Yan Gong, Yangsen Wang, Yang Wang, Yang Xu, Ye Tang, Yicheng Chen, Yinran Qiu, Yiqi Shi, Yiting Guo, Yiwen Huang, Yixuan Wang, Yongyi Hu, Yuanxiang Ying, Yuanzhen Zhang, Yubo Wang, Yuchen Song, Yufeng Yang, Yu Gao, Yuhang Meng, Yuhang Miao, Yuhao Li, Yujie Liu, Yulin Hu, Yunan Huang, Yunji Li, Yunyi Huang, Yusen Zhang, Yusu Hong, Yutao Xie, Yutong Zhang, Yuwen Liao, Yuxuan Shi, Yuze Wenren, Yu Zhang, Zebin Li, Zehan Li, Zejian Luo, Zeyuan Sun, Zeyu Jin, Zhanpeng Zhou, Zhaochen Su, Zhendong Li, Zhengmao Zhu, Zhengyuan Peng, Zhenhua Fan, Zhichao Xu, Zhiheng Lv, Zhikang Xu, Zhitao He, Zhiwei He, Zhi Zhang, Zhongyuan Li, Zibo Gao, Zijian Song, Zijian Zhou, Zijia Wu, Zijun Sun, Zishan Huang, Ziying Chen, Ziyue Ge

arxiv:2605.26494 v1 · 2026-05-26 · cs.AI · cs.CL · cs.LG

\usepackage{pith}
\pithnumber{DWUOSFPWS4GGAZTACGFOLACTSR}Copy

Record completeness

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DWUOSFPWS4GGAZTACGFOLACTSR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1da8e915f6970c606660118ae58053946d98022ea4dd6bd89693ce81fd0b7454

{
  "metadata": {
    "abstract_canon_sha256": "00768518328b5edbd43368efdf5e4d5a50d53bea62afb975b20252b820fd874e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-26T03:16:11Z",
    "title_canon_sha256": "bfb41c8dba775136837455d4a3b4c94aff23786bd3d1c33cd635ac68df84ff8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26494",
    "kind": "arxiv",
    "version": 1
  }
}