• Recent
  • Wiki
  • Github
  • 百度网盘
  • Onedrive
  • Official
  • Shop
  • Register
  • Login
  • Register
  • Login
  • Search
  • Recent
  • Wiki
  • Github
  • 百度网盘
  • Onedrive
  • Official
  • Shop

Full Record of CM5 Running ChatGLM-MNN Big Language Model

AI Algorithm
2
4
530
Loading More Posts
  • Oldest to Newest
  • Newest to Oldest
  • Most Votes
Reply
  • Reply as topic
Log in to reply
This topic has been deleted. Only users with topic management privileges can see it.
  • G
    george last edited by george Apr 24, 2023, 3:15 AM Apr 24, 2023, 3:14 AM

    This example is based on the COOLPI CM5 32G memory version, and the system is ubuntu20.04.

    • Download ChatGLM-MNN project
    git clone https://github.com/wangzhaode/ChatGLM-MNN.git
    
    • Compile MNN library
    git clone https://github.com/alibaba/MNN.git
    cd MNN
    mkdir build && cd build
    cmake .. # CPU only
    make -j8
    cp -r ../include ../../ChatGLM-MNN/
    cp libMNN.so ../../ChatGLM-MNN/libs
    cp express/libMNN_Express.so ../../ChatGLM-MNN/libs
    
    • Download Models
    cd ChatGLM-MNN/resource/models
    ./download_models.sh int8
    cp int8/* ./
    
    • Build
    mkdir build
    cd build
    cmake ..
    make -j8
    
    • Run
    coolpi@Ubuntu:~/share/ChatGLM-MNN/build$ ./cli_demo    
    The device support i8sdot:1, support fp16:1, support i8mm: 0
    Can't Find type=2 backend, use 3 instead
    load ../resource/tokenizer/slim_vocab.txt ... Done!
    load ../resource/models/glm_block_0.mnn model ... Done!
    load ../resource/models/glm_block_1.mnn model ... Done!
    load ../resource/models/glm_block_2.mnn model ... Done!
    load ../resource/models/glm_block_3.mnn model ... Done!
    load ../resource/models/glm_block_4.mnn model ... Done!
    load ../resource/models/glm_block_5.mnn model ... Done!
    load ../resource/models/glm_block_6.mnn model ... Done!
    load ../resource/models/glm_block_7.mnn model ... Done!
    load ../resource/models/glm_block_8.mnn model ... Done!
    load ../resource/models/glm_block_9.mnn model ... Done!
    load ../resource/models/glm_block_10.mnn model ... Done!
    load ../resource/models/glm_block_11.mnn model ... Done!
    load ../resource/models/glm_block_12.mnn model ... Done!
    load ../resource/models/glm_block_13.mnn model ... Done!
    load ../resource/models/glm_block_14.mnn model ... Done!
    load ../resource/models/glm_block_15.mnn model ... Done!
    load ../resource/models/glm_block_16.mnn model ... Done!
    load ../resource/models/glm_block_17.mnn model ... Done!
    load ../resource/models/glm_block_18.mnn model ... Done!
    load ../resource/models/glm_block_19.mnn model ... Done!
    load ../resource/models/glm_block_20.mnn model ... Done!
    load ../resource/models/glm_block_21.mnn model ... Done!
    load ../resource/models/glm_block_22.mnn model ... Done!
    load ../resource/models/glm_block_23.mnn model ... Done!
    load ../resource/models/glm_block_24.mnn model ... Done!
    load ../resource/models/glm_block_25.mnn model ... Done!
    load ../resource/models/glm_block_26.mnn model ... Done!
    load ../resource/models/glm_block_27.mnn model ... Done!
    load ../resource/models/lm.mnn model ... Done!
    
    Q: 写一首描绘冬天的诗
    
    A:  漫天雪花飞舞,
    寒风呼啸,大地一片沉寂。
    冬天的气息弥漫,
    银装素裹的世界令人陶醉。
    
    树枝上挂满晶莹剔透的冰霜,
    寒风把它们吹得摇曳生姿。
    湖面上结满了厚厚的冰,
    划着小船的人们欢笑着前行。
    
    冬天是一个美丽而神秘的季节,
    让人感受到宁静和祥和。
    虽然它带来了一些不便,
    比如冷的天气和冰雪的覆盖,
    但它也是一年中最美好的时光。<eop>
    
    Q: 
    
    顾 2 Replies Last reply Apr 24, 2023, 4:10 AM Reply Quote 0
    • 顾
      顾真牛 @george last edited by Apr 24, 2023, 3:47 AM

      @george 目前 MNN 量化不彻底,推理时实际还是f16,所以速度还是慢。
      而且 不是很稳定,应该说很不稳定,几条就会奔溃杀死进程。

      f56d9679-9ab0-48b2-b0db-a4df772a6b61-5f62bb62699922bce0540fe5d51c870.jpg

      1 Reply Last reply Reply Quote 0
      • 顾
        顾真牛 @george last edited by Apr 24, 2023, 4:10 AM

        @george 作者是阿里达摩院的MNN框架组的王召德,我有他钉钉,我在天天催更

        G 1 Reply Last reply Apr 24, 2023, 4:16 AM Reply Quote 0
        • G
          george @顾真牛 last edited by Apr 24, 2023, 4:16 AM

          @顾真牛 他如果需要环境调试,我们可以提供。

          1 Reply Last reply Reply Quote 0
          • 1 / 1
          1 out of 4
          • First post
            1/4
            Last post