I tried to break down the Generative AI Stack in 6 minutes (with watsonx)

Whaddayasay, fine tuning video next?

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Hopefully you enjoyed this video.

Oh, and don't forget to connect with me!

Happy coding!
Nick

[NicholasRenotte]

Full disclosure team I work for IBM, not a paid vid just wanted to share some of the sick tech I'm working with!

[meltem]

Adding external sources to your LLM is referred to as "Retrieval Augmented Generation (RAG)" and helps your model getting the facts straight (+ you can citate the source of the information). Nicholas highlighted this concept with the embeddings and vector stores, though you could also let the LLM generate the embedding at inference time just how it does with prompts. The vector store however helps with quickly finding relevant content to what you specified in the prompt as you can quickly calculate similarities through the distances of the embeddings in the vector space (the closer the vector representation of a word to another word, the similar the word meanings). Fun fact: a lot of the bigger models calculate the embeddings for sub-word tokens, so that the model can deal with unknown words it did not see while training (out-of-vocabulary problem). Nice video and greetings from a fellow IBMer!

[Its_Alan_Paul]

Nicole has this video actually solves all the shoes I had while integrating different API and services thank you so much I had to watch it one time more next slow now

[Light-trpk]

It's really impressive how fast these AI are developing. I'm glad to be watching your videos so I can try and keep up to date lol

[joelyk]

Best explanation!! I learned so much from your channel! Thanks so much!!!!

[tacitician]

Hey Nick, all of your videos are really great for learning. Have you thought about making a video where you try to teach an AI to battle Pokemon? I think there's a lot of room for teaching and novelty in something like that.

[youngsaint]

This is the coolest intro to LLMs at just 4.3 mins! Wow!!

[قناة_لحظة_إدراك]

Can you explain how to use ready-made templates in huggingface, such as gpt2 on our platforms in WordPress? We want an explanation from scratch and be understandable even for beginners. There is no understandable explanation for this on the Internet. I hope the next video will be

[anthonydawson]

Dude you're the spitting image of Prince with that wig on!

[anandakumara]

Hey Bro can you give us the new updated cheat sheet(2023) for data science like 2 years back.

[flychuban]

Very good explanation. Commented from Bulgarian🇧🇬🇧🇬🇧🇬

[adarshjalajautube]

had a query, is there a open source GenAI tool to generate code ? I see gpt based (openAI) is license or restricted now

[Technogamecoc]

When it comes to deep learning in industries, is the usage mainly based on frameworks like Keras and TensorFlow, or do they often start from scratch?

[SaurabhSingh-oiev]

Hey nick please help me with the idea on how to get this things started, I'm a Jr. Data Scientist fresher in KPMG and joined this month.
Please can you point out how get start with these kind of things, it will be grateful to you.
Love what you are doing and an inspiration to all people like me thank you 😊

[alisaqib]

Hi nick, i have been working as an AI engineer for an year but now it seems like I don't know about the basics ... and sometimes i feel like i am just making projects and not creating anything...
What should i do... 😢 ???

[Modviqe]

Hey Nick, can you make a video of using watsonx to make finetuned qa bots

[marcwalton]

Hi could you do a video about estimating the body measurements through images or pose estimation to find keypoint co ordinantes .

[shivstark]

Hi Nicholas, I am a 20 year old fascinated by the thing you do. Can you tell how to start in this field?

[afterwork]

Hello nick, I see your course desn't cover SQL topic for beginners to advanced. Do you plan to add this in the future?

[animehypeofficial]

Amazing video, can you make a siri or google assistant where it regonize your commond.?