Easily Build Prompt Tuning & Prefix Tuning for LLMs: Soft Prompt Engineering Beats Fine Tuning

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  • Опубліковано 28 гру 2024

КОМЕНТАРІ • 67

  • @maryammiradi
    @maryammiradi  4 місяці тому +1

    🚀 Ready to Master Real-World AI and Land High-impact Roles in just 4 weeks? Join my Hands-on Training and Transform your Career Today 🎯: www.maryammiradi.com/training

  • @alishafii9141
    @alishafii9141 4 місяці тому +1

    I appreciate you sharing your experiences and I have the utmost respect for your work

    • @maryammiradi
      @maryammiradi  4 місяці тому

      @@alishafii9141 Thanks alot and glad it is useful 👋

  • @AdarshKumar-sj5dn
    @AdarshKumar-sj5dn 4 місяці тому +1

    I truly appreciate your hard work and your honest attempt to share your knowledge. 🙏

    • @maryammiradi
      @maryammiradi  4 місяці тому +1

      @@AdarshKumar-sj5dn Thank you 🙏

  • @mnava4290
    @mnava4290 4 місяці тому +1

    Excellent tutorials Dr Miradi👏

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Thanks alot and I am glad it was useful 😄

  • @arielwertlen6709
    @arielwertlen6709 2 місяці тому +1

    This is excellent, thank you Dr.

    • @maryammiradi
      @maryammiradi  2 місяці тому

      @@arielwertlen6709 very glad to hear!!

  • @shettysajith7466
    @shettysajith7466 4 місяці тому

    Well explained .. thanks for the gr8 video

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Very glad to hear! If there are specific subjects in LLMs you want to know about let me know.

  • @hendoitechnologies
    @hendoitechnologies 4 місяці тому +4

    kindly post full course video about "Claude 3.5 sonnet model" fine tuning and API

    • @maryammiradi
      @maryammiradi  4 місяці тому +2

      Will put it on my list. Thank you.

  • @MrDrumballer
    @MrDrumballer 4 місяці тому +1

    This is incredible , i also want Free Data science Guide

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Glad to hear! Here you go, here you can find the guide: www.maryammiradi.com/free-guide

  • @ommanojsharma7118
    @ommanojsharma7118 4 місяці тому +1

    Hello mam your unique projects series was great please add more unique project modules in it

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Sure, let me know which topics / techniques are most challenging to you and let me know if you are a data scientist

    • @ommanojsharma7118
      @ommanojsharma7118 4 місяці тому +1

      ​@@maryammiradi thanks for the response mam this no mam I am not a data scientist i am undergrad still in the college learning about the field of data science and this are the topics which i find challenging -
      1) Doing the eda and feature engineering on the raw dataset and this is the most crucial step before implementing the machine learning solution
      2) Not having the idea about how to implement the time series data end to end production ready system using the MLops tools
      3) how to do the hyperparameter tuning of our deep learning architecture as when I do that it gets overfitted
      4) how to implement the research paper using the pytorch as it is a most valuable and essential skill to become a top tier data sciencetist like you
      It would be very kind of you if you could tutorials on this topics
      Again thanks for your warm gesture

  • @mustaphaachir6546
    @mustaphaachir6546 Місяць тому +1

    Free data science guide

    • @maryammiradi
      @maryammiradi  Місяць тому

      Sure! Here you can grab your free guide: www.maryammiradi.com/free-guide

  • @sitimariyah5972
    @sitimariyah5972 4 місяці тому

    Thank you so much for your amazing videos. This is really helpful for beginner in using Hugging Face.

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Really glad to hear it is useful to you 👋

  • @pradeepjungkarki4510
    @pradeepjungkarki4510 4 місяці тому +1

    hello mam iam from nepal and has been loving your content.Iam expecting a lang graph series as well as other data science projects from you also free data science guide mam

    • @maryammiradi
      @maryammiradi  4 місяці тому +1

      @@pradeepjungkarki4510 Thanks and Langgraph is already on my list. Here is the link to My Free Data Science Guide: www.maryammiradi.com/free-guide

  • @KumR
    @KumR 4 місяці тому +1

    Hello.. Is many shot prompting similar to fine tuning?

    • @maryammiradi
      @maryammiradi  4 місяці тому +1

      @@KumR no, there are two different things. With many shot prompting you improve your the communication with your LLM to improve the outcome. With fine tuning you adjust the internal parameters of LLM to improve the outcome for example for an specialized task like medical or healthcare. Both improve the outcome but with different approaches.

    • @KumR
      @KumR 4 місяці тому

      @@maryammiradi Thanks mam

  • @michelleming6465
    @michelleming6465 3 місяці тому +1

    Thanks for sharing! where can we find the code for prompt tuning and prefix tuning as you shown in your video?

    • @maryammiradi
      @maryammiradi  3 місяці тому

      Of course! I Will put it a notebook and share it soon.

    • @michelleming6465
      @michelleming6465 3 місяці тому

      @@maryammiradi thank you so much for your prompt response! It's very helpful!!!

    • @michelleming6465
      @michelleming6465 3 місяці тому +1

      @@maryammiradi Hi Dr. Miradi, where should we find the notebook?

    • @maryammiradi
      @maryammiradi  3 місяці тому +1

      @@michelleming6465 I am traveling right now. Monday I can put it in Notebook

    • @michelleming6465
      @michelleming6465 3 місяці тому

      @@maryammiradi

  • @mnava4290
    @mnava4290 4 місяці тому +1

    Free data science guide

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Of course! Here you go: www.maryammiradi.com/free-guide

  • @dhanugadu
    @dhanugadu 3 місяці тому +1

    Free data science guide

    • @maryammiradi
      @maryammiradi  3 місяці тому

      Of course! You can grab it here: www.maryammiradi.com/free-guide

  • @techievans
    @techievans 19 днів тому +1

    Free Data science Guide

    • @maryammiradi
      @maryammiradi  18 днів тому

      Of course! Please go ahead and grab it here: www.maryammiradi.com/free-guide

  • @865oct
    @865oct 4 місяці тому +1

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Sure! Here you can grab the free data science guide: www.maryammiradi.com/free-guide

  • @srikanthdongala6922
    @srikanthdongala6922 26 днів тому +1

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  26 днів тому

      Of course! Go ahead and grab it here: www.maryammiradi.com/free-guide and you can explore my website here: www.maryammiradi.com

  • @bunmisadiq3298
    @bunmisadiq3298 4 місяці тому +1

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Sure! Please go ahead and grab the Free Data Science guide here: www.maryammiradi.com/free-guide

  • @alexSehdevaTube
    @alexSehdevaTube 2 місяці тому +1

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  2 місяці тому

      Of course!! Please go ahead and grab it here:
      www.maryammiradi.com/free-guide

  • @alishafii9141
    @alishafii9141 4 місяці тому +1

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  4 місяці тому

      @@alishafii9141 Here you can find y Free Data Science Guide: www.maryammiradi.com/free-guide

  • @itsshaikaslam
    @itsshaikaslam 4 місяці тому +1

    Free Data science Guide

    • @maryammiradi
      @maryammiradi  4 місяці тому

      Of course! Go ahead and grab it here: www.maryammiradi.com/free-guide

  • @ommanojsharma7118
    @ommanojsharma7118 4 місяці тому +1

    ​ @maryammiradi thanks f
    or the response mam this no mam I am not a data scientist i am undergrad still in the college learning about the field of data science and this are the topics which i find challenging -
    1) Doing the eda and feature engineering on the raw dataset and this is the most crucial step before implementing the machine learning solution
    2) Not having the idea about how to implement the time series data end to end production ready system using the MLops tools
    3) how to do the hyperparameter tuning of our deep learning architecture as when I do that it gets overfitted
    4) how to implement the research paper using the pytorch as it is a most valuable and essential skill to become a top tier data sciencetist like you
    It would be very kind of you if you could tutorials on this topics

    • @maryammiradi
      @maryammiradi  4 місяці тому +1

      Thanks for all the suggestions. I will add them to my list.

  • @kayteeflick
    @kayteeflick 3 місяці тому +1

    I really enjoy the content, but there are so many transitions/moving text or images in the slides that it becomes distracting and a lot of flashing. It was hard to watch the video.

    • @maryammiradi
      @maryammiradi  3 місяці тому

      Thanks alot for the feedback!! I tried to make it as clear as possible but apparently it works the other way around and became distracting. Video Editing takes lots of hours and if it is not needed for you guys. If it helps you to keep it simple, It will only save me time.

  • @orlandoagostinho
    @orlandoagostinho Місяць тому +1

    Free data science guide

    • @maryammiradi
      @maryammiradi  Місяць тому

      Of course! Please go ahead and download it here: www.maryammiradi.com/free-guide

  • @djanverso
    @djanverso Місяць тому +1

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  Місяць тому

      Of course! Here you go: www.maryammiradi.com/free-guide

  • @ehabghallab223
    @ehabghallab223 3 місяці тому

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  3 місяці тому

      @@ehabghallab223 of course here you go: www.maryammiradi.com/free-guide

    • @ehabghallab223
      @ehabghallab223 3 місяці тому +1

      @@maryammiradi Thank you

    • @maryammiradi
      @maryammiradi  3 місяці тому

      @@ehabghallab223 you are very welcome and good luck

  • @egimsgodgift6118
    @egimsgodgift6118 Місяць тому +1

    Free Data Science Guide

    • @maryammiradi
      @maryammiradi  Місяць тому

      Yes here you can get your free guide: www.maryammiradi.com/free-guide