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  1. Cloudron Forum
  2. OpenWebUI
  3. let's collect some metrics

let's collect some metrics

Scheduled Pinned Locked Moved OpenWebUI
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  • L lukas

    I'm asking me which hardware are needed to get quick response?!

    micmcM Offline
    micmcM Offline
    micmc
    wrote on last edited by
    #4

    @lukas said in let's collect some metrics:

    I'm asking me which hardware are needed to get quick response?!

    DEDI 8 Core "Intel(R) Xeon(R) CPU E3-1275 v5 @ 3.60GHz"
    Memory 67.2 GB RAM & 34.33 GB Swap
    APP RAM: 15.75 GiB
    Model: llama2:latest (3.6GB)
    PROMPT: Hello llama. How are you?
    COMPL: blinks Hello there! scratches nose I'm feeling a bit woolly today, thank you for asking! 🐑😊
    TIME: 22 sec

    PROMPT: Tell me a random fun fact about the Roman Empire
    COMPL: Did you know that the Roman Empire had a official "censor" position? The censor was responsible for keeping track of who was born, who died, and who got married within the empire! They also kept records of public crimes and acts of heroism. This position was important because it helped the emperor maintain control over the vast territories of the Roman Empire.
    TIME: 25 sec

    First time question about roman empire memory was at 2 GiB, so it took around 7 minutes.

    Seems like dedi hardware with more processor power, and more RAM helps.

    Ignorance is not an excuse anymore!
    https://AutomateKit.com

    jdaviescoatesJ 1 Reply Last reply
    3
    • micmcM Offline
      micmcM Offline
      micmc
      wrote on last edited by
      #5

      SAME MACHINE:
      Model: mistral:latest
      PROMPT: Tell me a random fun fact about the Roman Empire
      COMPL: The Roman Empire was not only known for its impressive architecture, military might, and political structures, but also for its advanced system of roads. The Romans built an extensive network of paved roads, estimated to be over 50,000 miles (80,000 kilometers) long! This made it easier for the movement of armies and trade between different regions of the empire. An interesting fact about these roads is that they were often built using a layer of volcanic ash, pozzolana, which contributed to their durability and strength, paving the way for the modern concrete we use today.
      TIME: 43 sec (more words in response though)

      Ignorance is not an excuse anymore!
      https://AutomateKit.com

      1 Reply Last reply
      2
      • micmcM Offline
        micmcM Offline
        micmc
        wrote on last edited by
        #6

        Not surprisingly, this kind of app obviously requires much more power than the average app for a start. On the other hand, it's NOT that much of power, meaning it's relatively accessible to pretty much anyone who desires it hard enough, with relatively low starting budget.

        Ignorance is not an excuse anymore!
        https://AutomateKit.com

        1 Reply Last reply
        2
        • luckowL Offline
          luckowL Offline
          luckow
          translator
          wrote on last edited by
          #7

          Standard installation of the app, three models downloaded.

          hosting provider: netcup
          VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
          Open WebUI - Memory Limit : 22.38 GiB
          Model: llama2:latest (3.6GB)
          Prompt: Hello llama. How are you?
          response after: 2 min
          laughs Oh, hello there! twinkle in my eye I'm doing well, thank you for asking! winks It's always a pleasure to meet someone new. nuzzles your hand with my soft, fluffy nose How about you? What brings you to this neck of the woods? hops around in excitement

          Standard installation of the app, three models downloaded.

          hosting provider: netcup
          VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
          Open WebUI - Memory Limit : 32 GiB
          Model: llama2:latest (3.6GB)
          Prompt: Hello llama. How are you?
          response after: 45 sec
          chomps on some grass Hmmm? Oh, hello there! blinks I'm doing great, thanks for asking! stretches It's always a beautiful day when I get to spend it in this gorgeous green pasture. chews on some more grass How about you? What brings you to this neck of the woods?

          Standard installation of the app, three models downloaded.

          hosting provider: netcup
          VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
          Open WebUI - Memory Limit : 50.63 GiB
          Model: llama2:latest (3.6GB)
          Prompt: Hello llama. How are you?
          response after: 35 sec
          🐑 Ho there, friend! adjusts sunglasses I'm feeling quite well, thank you for asking! 😊 How about you? Have you had a good day?

          image.png

          Pronouns: he/him | Primary language: German

          jdaviescoatesJ LanhildL 2 Replies Last reply
          3
          • luckowL luckow

            Standard installation of the app, three models downloaded.

            hosting provider: netcup
            VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
            Open WebUI - Memory Limit : 22.38 GiB
            Model: llama2:latest (3.6GB)
            Prompt: Hello llama. How are you?
            response after: 2 min
            laughs Oh, hello there! twinkle in my eye I'm doing well, thank you for asking! winks It's always a pleasure to meet someone new. nuzzles your hand with my soft, fluffy nose How about you? What brings you to this neck of the woods? hops around in excitement

            Standard installation of the app, three models downloaded.

            hosting provider: netcup
            VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
            Open WebUI - Memory Limit : 32 GiB
            Model: llama2:latest (3.6GB)
            Prompt: Hello llama. How are you?
            response after: 45 sec
            chomps on some grass Hmmm? Oh, hello there! blinks I'm doing great, thanks for asking! stretches It's always a beautiful day when I get to spend it in this gorgeous green pasture. chews on some more grass How about you? What brings you to this neck of the woods?

            Standard installation of the app, three models downloaded.

            hosting provider: netcup
            VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
            Open WebUI - Memory Limit : 50.63 GiB
            Model: llama2:latest (3.6GB)
            Prompt: Hello llama. How are you?
            response after: 35 sec
            🐑 Ho there, friend! adjusts sunglasses I'm feeling quite well, thank you for asking! 😊 How about you? Have you had a good day?

            image.png

            jdaviescoatesJ Online
            jdaviescoatesJ Online
            jdaviescoates
            wrote on last edited by jdaviescoates
            #8

            @luckow interesting how much slower your machine is even when allocating more RAM than @micmc did. And interesting that at the same time the graphs don't seem to show much of anything 🤔

            I've got a dedicated Hetzner server with a little more power still:

            As described by my Cloudron dashboard at #/system:

            CPU: 12 Core "AMD Ryzen 5 3600 6-Core Processor"
            Memory: 67.33 GB RAM & 34.33 GB Swap

            I'll join in this game when I get the chance and report back...

            I use Cloudron with Gandi & Hetzner

            micmcM 1 Reply Last reply
            1
            • jdaviescoatesJ jdaviescoates

              @luckow interesting how much slower your machine is even when allocating more RAM than @micmc did. And interesting that at the same time the graphs don't seem to show much of anything 🤔

              I've got a dedicated Hetzner server with a little more power still:

              As described by my Cloudron dashboard at #/system:

              CPU: 12 Core "AMD Ryzen 5 3600 6-Core Processor"
              Memory: 67.33 GB RAM & 34.33 GB Swap

              I'll join in this game when I get the chance and report back...

              micmcM Offline
              micmcM Offline
              micmc
              wrote on last edited by micmc
              #9

              @jdaviescoates Yeah, I too am testing this on a dedicated server on Hetzner. Now, that reminds me of another factor on Hetz we're also on 1 Gbps pipes which is not the case of many providers and that could also be a factor, I guess.

              @luckow are your VPSs on 1 Gbps connection to outside?

              Ignorance is not an excuse anymore!
              https://AutomateKit.com

              1 Reply Last reply
              1
              • micmcM micmc

                @lukas said in let's collect some metrics:

                I'm asking me which hardware are needed to get quick response?!

                DEDI 8 Core "Intel(R) Xeon(R) CPU E3-1275 v5 @ 3.60GHz"
                Memory 67.2 GB RAM & 34.33 GB Swap
                APP RAM: 15.75 GiB
                Model: llama2:latest (3.6GB)
                PROMPT: Hello llama. How are you?
                COMPL: blinks Hello there! scratches nose I'm feeling a bit woolly today, thank you for asking! 🐑😊
                TIME: 22 sec

                PROMPT: Tell me a random fun fact about the Roman Empire
                COMPL: Did you know that the Roman Empire had a official "censor" position? The censor was responsible for keeping track of who was born, who died, and who got married within the empire! They also kept records of public crimes and acts of heroism. This position was important because it helped the emperor maintain control over the vast territories of the Roman Empire.
                TIME: 25 sec

                First time question about roman empire memory was at 2 GiB, so it took around 7 minutes.

                Seems like dedi hardware with more processor power, and more RAM helps.

                jdaviescoatesJ Online
                jdaviescoatesJ Online
                jdaviescoates
                wrote on last edited by jdaviescoates
                #10

                @micmc said in let's collect some metrics:

                DEDI 8 Core "Intel(R) Xeon(R) CPU E3-1275 v5 @ 3.60GHz"
                Memory 67.2 GB RAM & 34.33 GB Swap
                APP RAM: 15.75 GiB
                Model: llama2:latest (3.6GB)
                PROMPT: Hello llama. How are you?
                COMPL: blinks Hello there! scratches nose I'm feeling a bit woolly today, thank you for asking! 🐑😊
                TIME: 22 sec

                I tried to my test as similar to this as possible, so:

                Hetzner DEDI 12 Core "AMD Ryzen 5 3600 6-Core Processor"
                Memory: 67.33 GB RAM & 34.33 GB Swap
                APP RAM: 15.75 GiB
                Model: llama2:latest (3.6GB)
                PROMPT: Hello llama. How are you?
                COMPL: chomps on some grass Ummm, hello there! gives a curious glance I'm doing great, thanks for asking! stretches It's always nice to meet someone new... or in this case, someone who is talking to me. winks How about you? What brings you to this neck of the woods? Or should I say, this mountain range? Hehe!
                TIME: 5 sec (for it to begin writing), didn't actually time how long it took to finish...

                Same prompt, answered:
                chomps on some grass Ummm, hello there! gives a curious glance I'm doing great, thanks for asking! stretches It's always nice to meet someone new... or in this case, someone who is talking to me. winks How about you? What brings you to this neck of the woods? Or should I say, this mountain range? Hehe! 🐑

                This time took maybe 10 seconds before it started writing and have finished after about 20 seconds.

                Same everything but new prompt:

                Tell me a random fun fact about the Roman Empire

                Answer: Ooh, that's a great question! grins Did you know that during the height of the Roman Empire (around 100-200 AD), there was a gladiator named "Draco" who was so popular that he had his own comic book series?! 🤯 It's true! The Roman Empire really knew how to entertain their citizens, huh? chuckles

                TIME: started writing it after about 3 seconds, finished after about 14. Not bad!

                I use Cloudron with Gandi & Hetzner

                1 Reply Last reply
                1
                • luckowL luckow

                  Standard installation of the app, three models downloaded.

                  hosting provider: netcup
                  VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
                  Open WebUI - Memory Limit : 22.38 GiB
                  Model: llama2:latest (3.6GB)
                  Prompt: Hello llama. How are you?
                  response after: 2 min
                  laughs Oh, hello there! twinkle in my eye I'm doing well, thank you for asking! winks It's always a pleasure to meet someone new. nuzzles your hand with my soft, fluffy nose How about you? What brings you to this neck of the woods? hops around in excitement

                  Standard installation of the app, three models downloaded.

                  hosting provider: netcup
                  VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
                  Open WebUI - Memory Limit : 32 GiB
                  Model: llama2:latest (3.6GB)
                  Prompt: Hello llama. How are you?
                  response after: 45 sec
                  chomps on some grass Hmmm? Oh, hello there! blinks I'm doing great, thanks for asking! stretches It's always a beautiful day when I get to spend it in this gorgeous green pasture. chews on some more grass How about you? What brings you to this neck of the woods?

                  Standard installation of the app, three models downloaded.

                  hosting provider: netcup
                  VPS: 6 Core "Intel(R) Xeon(R) Gold 6140 CPU @ 2.30GHz", 33.66 GB RAM & 38.65 GB Swap
                  Open WebUI - Memory Limit : 50.63 GiB
                  Model: llama2:latest (3.6GB)
                  Prompt: Hello llama. How are you?
                  response after: 35 sec
                  🐑 Ho there, friend! adjusts sunglasses I'm feeling quite well, thank you for asking! 😊 How about you? Have you had a good day?

                  image.png

                  LanhildL Offline
                  LanhildL Offline
                  Lanhild
                  App Dev
                  wrote on last edited by
                  #11

                  @luckow I don't know enough about the hardware requirements for Ollama, but maybe it is slow because your VPS doesn't have a GPU?

                  I just tested it on a server with the following specs:

                  CPU: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz
                  GPU: NVIDIA Corporation GV100GL [Tesla V100S PCIe 32GB]
                  RAM: 64 GB

                  257089fd-8e1d-4059-9748-a0aa85a9d18c-image.png
                  2fb59bea-d760-4005-aa04-8c3a2583a5b5-image.png

                  micmcM 1 Reply Last reply
                  2
                  • jdaviescoatesJ Online
                    jdaviescoatesJ Online
                    jdaviescoates
                    wrote on last edited by jdaviescoates
                    #12

                    alt text

                    Where did you get those handy figures from @Lanhild ? 🙂

                    I use Cloudron with Gandi & Hetzner

                    LanhildL 1 Reply Last reply
                    0
                    • LanhildL Lanhild

                      @luckow I don't know enough about the hardware requirements for Ollama, but maybe it is slow because your VPS doesn't have a GPU?

                      I just tested it on a server with the following specs:

                      CPU: Intel(R) Xeon(R) Gold 6226R CPU @ 2.90GHz
                      GPU: NVIDIA Corporation GV100GL [Tesla V100S PCIe 32GB]
                      RAM: 64 GB

                      257089fd-8e1d-4059-9748-a0aa85a9d18c-image.png
                      2fb59bea-d760-4005-aa04-8c3a2583a5b5-image.png

                      micmcM Offline
                      micmcM Offline
                      micmc
                      wrote on last edited by
                      #13

                      @Lanhild That's interesting! Of course, to run our own models on premise GPU power is required, and we've started to see AI oriented hardware servers offers lately indeed.

                      And, for the sake of transparency I must say that connecting with OpenAi with API key works pretty well afaics. With the same machine and config, it's as fast as being on ChatGPT.

                      Ignorance is not an excuse anymore!
                      https://AutomateKit.com

                      1 Reply Last reply
                      2
                      • jdaviescoatesJ jdaviescoates

                        alt text

                        Where did you get those handy figures from @Lanhild ? 🙂

                        LanhildL Offline
                        LanhildL Offline
                        Lanhild
                        App Dev
                        wrote on last edited by
                        #14

                        @jdaviescoates bfc01256-4bac-4869-a4d3-07429e734811-image.png

                        Simply hover the icon

                        jdaviescoatesJ 1 Reply Last reply
                        1
                        • LanhildL Lanhild

                          @jdaviescoates bfc01256-4bac-4869-a4d3-07429e734811-image.png

                          Simply hover the icon

                          jdaviescoatesJ Online
                          jdaviescoatesJ Online
                          jdaviescoates
                          wrote on last edited by
                          #15

                          @Lanhild Heh, thanks!

                          I use Cloudron with Gandi & Hetzner

                          1 Reply Last reply
                          0
                          • L Offline
                            L Offline
                            LoudLemur
                            wrote on last edited by LoudLemur
                            #16

                            64GB RAM, 12 core xeon

                            Hello, how are you doing? 8 seconds: mistral-openorca 7b.

                            Hello there! I'm doing well, thanks for asking. How about yourself?
                            

                            Dolphin-Mixtral 47b 23 seconds:

                            Hello there! I am functioning perfectly and ready to assist with any questions or tasks you may have. Please let me know how I can help you today.
                            
                            1 Reply Last reply
                            0
                            • L Offline
                              L Offline
                              LoudLemur
                              wrote on last edited by LoudLemur
                              #17

                              One thing I would like to have as an option is a bell sound when the generation has completed. It helps me be productive elsewhere instead of waiting.

                              Oh, I would suggest overriding the initial memory allocation and ramping it up to as much RAM as you can spare.

                              1 Reply Last reply
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