How to tune LLMs in Generative AI Studio

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How can you improve the response quality of large language models in Generative AI Studio? What is parameter efficient tuning? Watch along to learn how to launch a tuning job, tune generative AI models and more with Vertex Generative AI Studio.

Chapters:
0:00 - Intro
0:23 - Reviewing prompt design
1:11 - What is fine tuning?
1:57 - What is parameter efficient tuning?
3:02 - Demo: Generative AI Studio
4:11 - Wrap up

#VertexAI #GenerativeAI
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🏗 What are you building with generative AI models?

googlecloudtech
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Thanks Nikita, this was really interesting and easy to understand as someone who doesn't do too much with AI/ML or data.

jk.g
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Very nice video. You took complex issues and made them understandable to a layman (me). Thank you.

richardglady
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I’m taking all of my companies, documentation and experimenting with llama index and lang chain and open AIAPI. It would be cool to compare the same experiment with vertex AI and see what the results are with the same tuning dataset.

GeorgeFoxRules
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This video is worth seeing for my GEN_AI course. Thanks 👍

bolokada
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Thank you for an awesome presentation… However the background music was really distracted… Silence or something less noisy would be great

devcybiko
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Great explainer video. It really dumbed down the process of training quite a bit. Would like to see similar videos on topics like RAG.

jayanthacharya
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This is a very interesting presentation!

YARIMASHAFIU
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I think APIs are one of the biggest ways to democratize technology.
Thank you

lucas.souza
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his is a very interesting presentation!

bisuyou
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When i try to follow your instructions - i am not able to see the model run in the pipeline - i did everything as instructed and whenever i click on the start tuning button - nothing happens - somewhere i read the Tuning (Preview) happens in europe 4 region and i verified that the code generated looks good - any idea what am i missing ? Also in your screenshot it doesn't show the Model Evaluation section in the UI - may be it got added recently to this page

saikiranmadhavan
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A very interesting video will ahve tod o some experimentation as I will try to create a model which is foccussed on solving learners queries

joygha
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I’m redefining the meaning of Shelter with Gen AI!

NithinThomas
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Where can I find the pricing plans to create a tuned model?

NiccoloSala
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Thanks I'm very happy with Google ۔

abrarkhanniaziabrar
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Great session. Just 1 QQ. So fine tuning is like transfer learning ?

KumR
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Thank you for the insights. Really nice.
I have built context prompts, did input few questions and sample responses but I do not have an option to tune this context prompts to fine tune further.
Any suggestions on how i could fine tune my context prompt?
Ex: Say I talk to customer care representative on internet bill, I did keep few sample questions and responses and now I expect the AI to answer more with context for which I need to fine tune.
Thank you

selvaips
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this is the reason why it's called Large Language Model (LLM) 🤪

Warung-AI-Channel
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Can you download a tuned model for dev/testing on local machine?

metaleadership
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Hey! After clicking the Fine Tuning button: There is a small loader but nothing happens..

camillorohe