Run any AI model remotely for free on google colab

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  • Опубликовано: 22 янв 2025

Комментарии • 90

  • @SethuIyer95
    @SethuIyer95 Год назад +8

    Thank you so much. I was killing my Intel mac with the LLM questions xD. This gives a good rest for it.

  • @yanncotineau
    @yanncotineau 10 месяцев назад +9

    i got a 403 forbidden error, but replacing
    run_process(['ngrok', 'http', '--log', 'stderr', '11434']) with
    run_process(['ngrok', 'http', '--log', 'stderr', '11434', '--host-header="localhost:11434"']) fixed it for me.

    • @tiagosanti3
      @tiagosanti3 10 месяцев назад

      Fixed it for me too, thanks

    • @MR-kh8ve
      @MR-kh8ve 10 месяцев назад

      for me worked too, thank you!

    • @nicholasdunaway2605
      @nicholasdunaway2605 10 месяцев назад

      THANK YOU

    • @Kursadysr
      @Kursadysr 9 месяцев назад

      You are a life saver!!!

    • @techwithmarco
      @techwithmarco  9 месяцев назад

      great spot! I already updated the script on github :)

  • @thoufeekbaber8597
    @thoufeekbaber8597 8 месяцев назад +4

    Thank you.
    I could run this succesfully in the terminal, but how can access the model or the collab through jupyter notebook instance?

  • @techwithmarco
    @techwithmarco  Год назад +2

    If you want to learn more about ollama.ai, head over to my initial video about it :)
    ruclips.net/video/vUxAkCcag5s/видео.html

  • @Shivam-bi5uo
    @Shivam-bi5uo Год назад +5

    how do i save the progress, because everytime i run it, it downloads the model all from the start?

    • @WhyWouldHeSayThat
      @WhyWouldHeSayThat Год назад +3

      use your google drive bro, pay for 100gb. its worth it if you're an ai guy

  • @d3mist0clesgee12
    @d3mist0clesgee12 Год назад +2

    great stuff bro, keep them coming, thanks again.

  • @barskaracadag3923
    @barskaracadag3923 5 месяцев назад +1

    Hi, I am jsut curious what is gonna happen once collab kicks us from using the gpu. Restart it all?

  • @jeffsanaraujo
    @jeffsanaraujo Год назад +4

    That’s a fantastic video! Do you know if Ollama has OpenAI API compliant endpoints? So we could use Google Colab as a “Backend-as-a-Service” for some time in our chatbots :) One way I saw people doing is to create a long audio (like 12 hours of audio), loading it in the Google colab, and giving it a play, it’s a silence audio. It seems to work to keep the session opened for more time.

    • @techwithmarco
      @techwithmarco  Год назад +3

      There is currently an issue at the ollama gh project, so feel free to check that out and track the progress :)
      github.com/jmorganca/ollama/issues/305
      And good tip with the audio sound, never thought of that ... 😄

    • @tuliomop
      @tuliomop Год назад

      great tip

  • @mobilesales4696
    @mobilesales4696 5 месяцев назад +1

    Tell me how can I add Tele-FLM-1T local llm model but directly install in Google colab and how host on server using Google colab and how can I put those address in any framework I mean how to configure it plz plz kindly tell me instructions plz I

  • @CharlesDubois-f7p
    @CharlesDubois-f7p 6 месяцев назад +1

    How can I make this work with the ollama library in a python script? This works well when typing the prompts directly in the terminal, but my script still seems to run on my local instance.

    • @CharlesDubois-f7p
      @CharlesDubois-f7p 6 месяцев назад

      For anyone running into the same issue, I figured it out. I had to set the environement variable in the script with os.environ["OLLAMA_HOST"] = ngrok_url BEFORE importing ollama

  • @r3d4pple17
    @r3d4pple17 21 день назад

    Hi firstly thx for this video. I want to ask a question. In this way, can I run this model on the jetson nano? It has 4gb memory. Did you test it how many gb used this system?

  • @steelorigin
    @steelorigin 3 месяца назад

    Is there an updated video of this? I'm getting different end results and I'm not sure what is wrong? Where can I copy the code 1:1?

  • @levantoi2934
    @levantoi2934 23 дня назад

    Do you know a schedule feature for it?

  • @mellio19
    @mellio19 10 месяцев назад +1

    but can't run stable diffusion this way?

  • @aryanflory
    @aryanflory 9 месяцев назад +2

    hey, how to the export step on windows?
    I have the ollama installed

  • @jameschan6277
    @jameschan6277 6 месяцев назад

    Please help if I use windows PC desktop, how can I open terminals like MAC?

  • @asdfg1346on
    @asdfg1346on 6 месяцев назад

    can such a llm model be used in a web app not just in a terminal locally and how?

  • @attilavass6935
    @attilavass6935 11 месяцев назад +1

    How can we keep our downloaded LLMs permanently, eg. on a mounted Google Drive?
    It would speed up the start of inference in a new ollama server start.

    • @techwithmarco
      @techwithmarco  10 месяцев назад +2

      Yes, that's a brilliant idea! You can save those in google drive with this snippet for example:
      import os
      # Mount Google Drive
      from google.colab import drive
      drive.mount('/content/drive')
      # Create a folder in the root directory
      !mkdir -p "/content/drive/My Drive/My Folder"
      # Start Ollama with a path where models are stored
      OLLAMA_MODELS=/content/drive/My Drive/My Folder ollama serve

    • @attilavass6935
      @attilavass6935 10 месяцев назад

      @@techwithmarco that's great, thank you! :)

  • @ralfrath699
    @ralfrath699 5 месяцев назад +1

    I have win 10. How can I start the model?

  • @harsh9558
    @harsh9558 Год назад

    4:33
    The model is downloading on colab or locally?
    Also can u plz tell what command changes will be there if we are using windows terminal?

    • @techwithmarco
      @techwithmarco  Год назад

      The model is being downloaded on the remote machine (colab)
      The commands stay the same, if you use WSL2 on windows with ollama.

  • @QHawk7
    @QHawk7 4 месяца назад

    *Great! Thanks, can you do it with kaggle? , and with a local notebook/VSC?* Any update to this ?

  • @vg2812
    @vg2812 9 месяцев назад +1

    Error: something went wrong, please see the ollama server logs for details
    am getting this error after running export OLLAMA_HOST= ...
    what should i do????

    • @techwithmarco
      @techwithmarco  9 месяцев назад +1

      See the other latest comments or check out the new version on github. Should resolve the issue :)

    • @vg2812
      @vg2812 9 месяцев назад

      @@techwithmarco okay I will check

    • @vg2812
      @vg2812 9 месяцев назад

      @@techwithmarco thank you for the reply

  • @renega991
    @renega991 7 месяцев назад +1

    Hi amazing stuff!
    Is there a way to connect the ngrok to jupyter notebook? Thanks!

  • @СобственникиРиверсайд

    Thanks for the code and interesting video. Does anyone know how to add a CORs setting to this code so that you can send a request from a web page? Currently requests through the browser are blocked.

  • @iamderrickfoo
    @iamderrickfoo 7 месяцев назад +1

    This is awesome stuff! Would like to know after this up can we connect this to Webui or Anythingllm?

  • @Codescord
    @Codescord Год назад +1

    can we just make it as api end point and create good frontend on top of it?

    • @techwithmarco
      @techwithmarco  Год назад +1

      Yes, kind of. The url which is getting exposed via ngrok, it is also usable as url in front ends especially built for ollama.ai
      Check out my other ollama linked video, there I show how to start up a front end for that. (Last section)

  • @pathsvivi
    @pathsvivi 8 месяцев назад

    Thanks for the video. One question though, how can I avoid downloading the language models every time I run Colab notebook? Can I save Ollama and its models in Google drive and retrieve them when running the notebook?

  • @Chadpritai
    @Chadpritai 2 месяца назад

    It is really cool, how can add I open webUI features in so I can use cool colab gpu with it?

  • @AnonymousAccount514
    @AnonymousAccount514 4 месяца назад +1

    has this stopped working? have they caught on to us?

  • @kunalbhooshan9667
    @kunalbhooshan9667 3 месяца назад

    Can you add code for adding model from colabe rather then ollama

  • @DCS-um9oc
    @DCS-um9oc 8 месяцев назад

    i got windows machine, do i need ollama locally tooo?

  • @lamechemohh9113
    @lamechemohh9113 Год назад +1

    Please what about windows user?

    • @techwithmarco
      @techwithmarco  Год назад

      You can use ollama with WSL2, it is not available yet in windows

  • @abhishekratan2496
    @abhishekratan2496 10 месяцев назад +1

    Very usefull video also the code
    btw i can't get it running on windows
    what would be the way to set OLLAMA_HOST variable on window
    set OLLAMA_HOST= "--" doesn't seem to work it still runs on local machine

    • @techwithmarco
      @techwithmarco  9 месяцев назад

      I think it depends on the terminal and shell you are using. Are you using the standard windows terminal?

    • @TirthSheth108
      @TirthSheth108 9 месяцев назад

      Hii @@techwithmarco , thanks for chiming in. I'm actually experiencing the same issue as @abhishekratan2496 , but I'm running it on the Ubuntu terminal. Setting the OLLAMA_HOST variable doesn't seem to work for me either. Any insights on how to resolve this would be greatly appreciated! Thanks.

    • @techwithmarco
      @techwithmarco  9 месяцев назад

      @@TirthSheth108 Okay that's weird. I just used it a few days ago and it worked perfectly. I'll investigate and let you know :)

    • @AllMindControl
      @AllMindControl 8 месяцев назад +1

      did anyone figure this out? it just tells me that export is not a recognized command

  • @vijayamurugan271
    @vijayamurugan271 2 месяца назад

    Thank you brother .it really helps.

  • @bennguyen1313
    @bennguyen1313 11 месяцев назад +1

    I imagine it's costly to run LLMs.. is there a limit on how much Google Colab will do for free?
    I'm interested in creating a Python application that uses AI.. from what I've read, I could use ChatGPT4 Assistant API and I as the developer would incur the cost whenever the app is used.
    Alternatively, I could host a model like Ollama, on my own computer or on the cloud (beam cloud/ Replicate/Streamlit/replit)?
    As a 3rd option, could Google Colab work in my situation? Is OpenAI's Assistant API totally different from the API to programmatically interact with llama2 , mistral , etc?

  • @SethuIyer95
    @SethuIyer95 Год назад +2

    Thank you!

  • @omerfarukagtoprak2398
    @omerfarukagtoprak2398 5 месяцев назад

    Thank you
    Wonderful video!!

  • @khushalsharma2031
    @khushalsharma2031 Год назад

    Thanks for the video. You mentioned disconnecting the runtime. So I am assuming google will itself shut the running notebook in few hours. Do you know for how many hours continuously we can run this?

    • @techwithmarco
      @techwithmarco  Год назад

      I just googled because I did not know, but apparently 90 minutes if you do not interact, or absolute 12 hours

    • @khushalsharma2031
      @khushalsharma2031 Год назад

      @@techwithmarco so if we leave the server running colab tab ideal. I am assuming it will auto shut in 90 minutes.

    • @techwithmarco
      @techwithmarco  Год назад +1

      Honestly I am not sure because I haven't used it for that long in one run.
      I would assume it will be up for 12 hours because the tunnel is working in the background and the jupyter notebook is still running :)

    • @clashgamers4072
      @clashgamers4072 Год назад +1

      It will ask for are you a robot? captcha if you're inactive for a while , you could write a small javascript fn in browser to randomly click some ui elements but yeah 12 hours is the hardlimit after that you can't connect to a GPU instance for another day or so

  • @thepsych3
    @thepsych3 10 месяцев назад

    i get error like 403 forbidden

    • @ricardomorim9444
      @ricardomorim9444 10 месяцев назад +1

      replace:
      run_process(['ngrok', 'http', '--log', 'stderr', '11434']) with
      run_process(['ngrok', 'http', '--log', 'stderr', '11434', '--host-header="localhost:11434"'])
      That fixed it for me.

    • @paulopatto8283
      @paulopatto8283 9 месяцев назад

      @@ricardomorim9444 tkx very much guys, solved my issue.

  • @إضاءةذهبية
    @إضاءةذهبية 5 месяцев назад

    very thanks,
    you help me alot!😍

  • @MultiverseMayhemtoyou
    @MultiverseMayhemtoyou Год назад +1

    This is Fire Can you help me connect open Interpretur Like this with So I can Give access to my computer But it wont load my PC that much

  • @AlexandreCastanet
    @AlexandreCastanet Год назад

    Good do you have idea to benmarch mixtral on colab ?

    • @techwithmarco
      @techwithmarco  Год назад

      No sorry
      I am not that deep into AI stuff so that I know how to benchmark the performance 🥲

  • @groshatc
    @groshatc 9 месяцев назад

    awesome man

  • @stargate-s4
    @stargate-s4 8 месяцев назад

    Found a Gem 💎

  • @AhmedEssam_eramax
    @AhmedEssam_eramax Год назад

    fantastic

  • @asir9129
    @asir9129 5 месяцев назад

    Missed opportunity to say "say less" as supposed to "say no more", I think it sounds funnier

    • @techwithmarco
      @techwithmarco  4 месяца назад

      I really don't get it as I am not a native speaker 😂

  • @akiman712
    @akiman712 Месяц назад

    Of COURSE I ran into a problem right away.
    Tried installing omalla ad I get this error:
    WARNING: systemd is not running
    WARNING: Unable to detect NVIDIA/AMD GPU. Install lspci or lshw to automatically detect and install GPU dependencies.
    >>> The Ollama API is now available at 127.0.0.1:11434.
    >>> Install complete. Run "ollama" from the command line.