L-10 RAG Vs Fine-tuning

In this video, we'll dive into the differences between Retrieval-Augmented Generation (RAG) and fine-tuned models.
We'll explore how each approach enhances language models and when to use them.
A fine-tuned model begins with a pre-trained language model, such as LLaMA, Mistral, Gemini, GPT-3.5, or GPT-4. We then train this model further on a specific dataset. The model generates responses based on the knowledge it acquired during this training phase.
Retrieval-Augmented Generation (RAG) allows us to provide external, up-to-date knowledge to the model.

[@faisalejaz3893]

Mame you explain in very easy way, my respects from Pakistan

[@CodeWithAarohi]

Thank you!

[@sagarbhamburkar9395]

You really explained in very easy way, thanks for this. Keep going mam.

[@CodeWithAarohi]

@@sagarbhamburkar9395 Thank you 🙂

[@arnavthakur5409]

Hats off to all your efforts ma'am

[@muhammadmujtaba-ai]

Really a amazing series.
Kindly create videos on Knowledge Graphs, as they r being used in RAGs, LangChain and other advanced AI systems to increase effeciency many times.

[@RaushanKumar-qb3de]

Hi, Thanks for video. One question, Fine tuning model on my organisation data didn't make data leakage? Which is better in data privacy..i don't want to expose my data to llm. Any view?

[@soravsingla8782]

Impressive video

[@CodeWithAarohi]

Thanks!

[@hendoitechnologies]

Mam.. kindly post video about "Calude 3.5 model API & Finetune - full course".

[@sahilkadu9679]

Well explained 🙌 Ma'am could you also please provide the implementation in code for both fine-tuned LLM & RAG as well??

[@CodeWithAarohi]

I have video related to RAG implementation. Check L-8 and 9 in this playlist: studio.ua-cam.com/users/playlistPLv8Cp2NvcY8AzNCATbDWMr8vqbJBYbxFW/videos

[@World-um5vo]

Madam, Can you do a code walk through and review on CLIPstyler please

[@raghavsharma6430]

Thanks for sharing..

[@CodeWithAarohi]

My pleasure

[@my_online_logs]

Hello mom, can you explain or guess what exacly openai did on their new o1 model? some people say that its just a loop doing repromt until the result is good but i feel double they just do it

[@noorahmadharal]

Thanks

[@CodeWithAarohi]

welcome

[@digambar6191]

thank you mam

[@CodeWithAarohi]

Welcome 🙂

[@iyyappan7408]

Mam , could you tell me, when you will tech us to a mobile application in kivy

[@CodewithRiz]

Can you make playlists about llm as API for custom use cases

[@CodeWithAarohi]

Sure, Soon. I have this playlist ua-cam.com/play/PLv8Cp2NvcY8AzNCATbDWMr8vqbJBYbxFW.html In this, I will cover all these topics.

[@AmitSinghIITH]

Hii Aarohi, Suggestion:make more videos on latest topics in your hindi channel, we relate more with you in Hindi

[@CodeWithAarohi]

Noted! I will try my best to make more videos in Hindi.

[@hendoitechnologies]

Kindly post Claude 3.5 model fine tune how to do...full course video please mam

[@CodeWithAarohi]

Yes, I will post soon.

[@hendoitechnologies]

@@CodeWithAarohi waiting for that mam... Actually we use claude 3.5 professor plan.. For website and app development.. Your video will be useful if uploaded....

[@hendoitechnologies]

post more videos like this... regarding this topic of AI Model finetune..

[@CodeWithAarohi]

Sure, Soon!

[@hendoitechnologies]

Respected mam.. Kindly post video about "Claude 3.5 sonnet" AI Model fune-tuning and API to train and use it in website or mobile app as customer care chatbot

[@CodeWithAarohi]

I have to pay to use their api so not trying it yet. But if you have there api key then rest of the process is same as I have shown in my previous videos.

[@je4775]

we can use both

[@CodeWithAarohi]

Yes

[@chdd-gf6yt]

is there a way I dont need to update the database

[@CodeWithAarohi]

I am sorry, I didn't understand your question.