Ollama-Run large language models Locally-Run Llama 2, Code Llama, and other models

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  • Опубліковано 1 лип 2024
  • Get up and running with large language models, locally.
    Run Llama 2, Code Llama, and other models. Customize and create your own.
    url: ollama.com/
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    Support me by joining membership so that I can upload these kind of videos
    / @krishnaik06
    -----------------------------------------------------------------------------------
    ►LLM Fine Tuning Playlist: • Steps By Step Tutorial...
    ►AWS Bedrock Playlist: • Generative AI In AWS-A...
    ►Llamindex Playlist: • Announcing LlamaIndex ...
    ►Google Gemini Playlist: • Google Is On Another L...
    ►Langchain Playlist: • Amazing Langchain Seri...
    ►Data Science Projects:
    • Now you Can Crack Any ...
    ►Learn In One Tutorials
    Statistics in 6 hours: • Complete Statistics Fo...
    End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's
    Machine Learning In 6 Hours: • Complete Machine Learn...
    Deep Learning 5 hours : • Deep Learning Indepth ...
    ►Learn In a Week Playlist
    Statistics: • Live Day 1- Introducti...
    Machine Learning : • Announcing 7 Days Live...
    Deep Learning: • 5 Days Live Deep Learn...
    NLP : • Announcing NLP Live co...
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КОМЕНТАРІ • 60

  • @vishalnagda7
    @vishalnagda7 3 місяці тому +5

    I'm feeling lucky that I got this video in my suggestions.

  • @mehdi9771
    @mehdi9771 4 місяці тому

    We need a long versions videos like previously and thanks for your efforts ❤

  • @rajendarkatravath2207
    @rajendarkatravath2207 4 місяці тому

    Thanks krish! for sharing this knowledge . what an amazing model it is .....!

  • @computerauditor
    @computerauditor Місяць тому

    Really insightful krish!!

  • @ankitshaw2011
    @ankitshaw2011 3 місяці тому

    Thankyou so much for these videos

  • @kenchang3456
    @kenchang3456 4 місяці тому

    Hey Krish, thanks for doing this video in Windows.

  • @AjaySharma-jv6qn
    @AjaySharma-jv6qn 3 місяці тому +1

    Content is helpful, thanks for your effort.🎉

  • @marcoaerlic2576
    @marcoaerlic2576 24 дні тому

    Thanks for the video.

  • @divyaramesh3105
    @divyaramesh3105 4 місяці тому

    Thank you Krish sir. In Building RAG from scratch ,sunny sir showed about Ollama. Both of you were giving foundational knowledge and updates in GenAI. It was very useful sir.

  • @deekshad4774
    @deekshad4774 3 місяці тому

    You are the best!🤓

  • @BelhsanMohamed
    @BelhsanMohamed 2 місяці тому

    as always thanks for the information

  • @roshanchandel7929
    @roshanchandel7929 2 місяці тому

    The heroes we need!!

  • @NISHANTKumar-ct3pb
    @NISHANTKumar-ct3pb 4 місяці тому +1

    Thanks , it's great video. Wanted to ask when we say local what is the configuration of local is it a cpu or GPU based system? Are models compressed / quantized or same as original ? Is there a model size limitation vs local system config?

  • @haritdey430
    @haritdey430 4 місяці тому

    Nice video sir

  • @manjeshtiwari7434
    @manjeshtiwari7434 3 місяці тому +3

    Thank You so much for a such a great video , I have a query , I am getting very slow response does the speed of response depends on system config , I have chekced out system use and while running it isn't using much resource , can you tell how can we increase response speed

  • @nasiksami2351
    @nasiksami2351 4 місяці тому

    Great tutorial! Can you please make a video on finetuning model on custom csv dataset and integration with Ollama.
    For instance, consider I have class imbalance problem in my dataset. Can I finetune a model, then ask it in Ollama, to generate more samples of minority class using the finetuned model?

  • @ranemghalion581
    @ranemghalion581 7 днів тому

    thankyou

  • @usingsk
    @usingsk Місяць тому

    Thanks for Sharing knowledge. Can we fine tune with company domain content in downloaded model and the data is not shared. I mean it comply with IPR if we use locally

  • @velugucharan8096
    @velugucharan8096 4 місяці тому

    Sir please complete the fine tuning llms playlist as much as possible sir

  • @jacobashwinmathew3763
    @jacobashwinmathew3763 3 місяці тому

    Can you make a complete video of production ready open source LLM basically LLMOps

  • @krishnaprasadsheshadri6206
    @krishnaprasadsheshadri6206 4 місяці тому

    Can we get a video about reading tables using unstructured and such frameworks

  • @YashDeveloper-rq2yc
    @YashDeveloper-rq2yc 3 місяці тому

    Bro using these techniques can I convert it as superb ai assistant? And what capabilities can use?

  • @lionelshaghlil1754
    @lionelshaghlil1754 3 місяці тому +1

    Thanks Krish, the briliant, innovative and master of the AI 😊, I have a question please related to the hosting, so assume I'd like to implement my solution on a server, will I need to have both, OLAMA and my app in two seperate dockers? they would communicate together? or they could be implemented in one single docker?

    • @krishnaik06
      @krishnaik06  3 місяці тому +1

      It can be implemented in one docker

    • @ayushmishra5861
      @ayushmishra5861 Місяць тому

      Have you got clarity on the same, can you please share.

  • @omarnahdi3380
    @omarnahdi3380 4 місяці тому

    Hey sir😄, please make a video on BioMistral( a LLM trained on Medical and Scientific Data). It would perfectly fit your AI Nutriationist. Thanks for your daily dose of GenAI

  • @user-lq7sx8qw5t
    @user-lq7sx8qw5t 4 місяці тому

    Great content Krish...Need these coding files kindly share those

  • @tharunps8048
    @tharunps8048 4 місяці тому

    Since it is running locally, using this model with organization's data doesn't expose it right ?

  • @shashank046
    @shashank046 21 день тому

    Hi, how do I use gpu on open web ui? My model response is really slow and is not using gpu even though is used the command for using gpu for installing as mentioned on the open web ui GitHub page ..

  • @kashishvarshney2225
    @kashishvarshney2225 4 місяці тому

    hello sir, what is the minimum system configuration for ollama

  • @susnatakanjilal703
    @susnatakanjilal703 4 місяці тому

    Sir I need to create a custom text data set from common crawl.for Bengali language....and train llama2 using that...can you plz demonstrate similar project!?

  • @AjayYadav-xi9sj
    @AjayYadav-xi9sj 4 місяці тому

    Make a video on Python framework of ollama. Make a end to end project and also host it somewhere where real people can use it

  • @KumR
    @KumR 4 місяці тому

    Do we need to download the entire 7gb llama2 locally to use with ollama

  • @copilotcoder
    @copilotcoder 4 місяці тому

    Sir please create a codebase understanding model using ollama and test it on a opensource codebase

  • @pssab8
    @pssab8 3 місяці тому

    Excellent videos. I set up mistral model locally on ubuntu20.04 and found that it is taking more than a minute for every response .Running in cpu mode only.Can you suggest me to improve the performance.

    • @amazingedits9298
      @amazingedits9298 3 місяці тому

      This models are running on your computer hardware.So it requires a good hardware like gpu or something for creating quicker responses

  • @starkgaming1425
    @starkgaming1425 3 місяці тому

    Please release a step by step guide on how to fine tune Gemini API in Python.....I tried by refering to documents but encountered a lot of errors with OAuth Setup please...........!!!

  • @rishiraj2548
    @rishiraj2548 4 місяці тому

    🙏💯👍

  • @nagasudha6928
    @nagasudha6928 3 місяці тому

    Hi Krish This is Sudha from ISRO Hyderabad, I would like to know the documents to be provided for ollama and get the answers from it

  • @manasjohri2495
    @manasjohri2495 3 місяці тому

    Can you please tell me how we can run this ollama on GPU right now it is working on CPU?

  • @VishalTank-vk5ju
    @VishalTank-vk5ju 20 днів тому

    Hello, krish, I am facing an issue with the Ollama service. I have an RTX 4090 GPU with 80GB of RAM and 24GB of VRAM. When I run the Llama 3 70B model and ask it a question, it initially loads on the GPU, but after 5-10 seconds, it shifts entirely to the CPU. This causes the response time to be slow. Please provide me with a solution for this. Thank you in advance.
    Note:- GPU load is 6-12 % and CPU load is 70% .

  • @sanjaynt7434
    @sanjaynt7434 3 місяці тому

    Can this read a document and answer my questions on that document can it.

  • @hassanahmad1483
    @hassanahmad1483 2 місяці тому

    How to deploy these custom gpts...?

  • @SomethingSpiritual
    @SomethingSpiritual 2 місяці тому

    why ollama not taking full gpu? its taking full cpu only, pls guide

  • @rajarshidey424
    @rajarshidey424 Місяць тому

    How can we get the code?

  • @DeadJDona
    @DeadJDona 4 місяці тому

    please finish that Chrome update 😢

  • @ashishdayal172
    @ashishdayal172 Місяць тому

    hii krish, i am facing error creating modelfile .Please help

  • @naveenkumarmaurya3182
    @naveenkumarmaurya3182 4 місяці тому

    hi krsih i m getting this error
    Ollama run codella! 🐰💨
    (Note: I'm just an AI, I don't have personal preferences or the ability to run code, but I can certainly help you
    with any questions or tasks you may have!)

  • @user-fs9mz3rn6q
    @user-fs9mz3rn6q 4 місяці тому +1

    Every time we see a kid we ask him to say a poem and when you have so many llm models but you only want a poem on machine learning

  • @VishalKumar-gv6gy
    @VishalKumar-gv6gy 2 місяці тому

    Does it require GPU ?

  • @mohammedalfarsi4361
    @mohammedalfarsi4361 3 місяці тому

    are these model support arabic language ?

  • @YashDeveloper-rq2yc
    @YashDeveloper-rq2yc 4 місяці тому

    After installing it will work in offline?

  • @Nagireddy-lw7rl
    @Nagireddy-lw7rl 5 днів тому

    Hi Krish sir I have need ollama chatbot python code provide me. I check with your Github.

  • @jatinchawla1680
    @jatinchawla1680 3 місяці тому

    llm=ollama(base_url='localhost:11434',model="llama 2")
    TypeError: 'module' object is not callable
    Can someone pls help w this?