LLM(Large Language Model)

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What is Large language model?

Before going working with AI it’s necessary that we learn the basic terminology related to AI, Then only one must love to work with AI.

So LLM is the most important concept before starting with AI.

What is LLM?

Let’s say you have a parrot 🦜 at home 🏠 then the characteristics of parrot is to remember day to day things and represent when asked.Say if you are eating constantly pizzas while you are hungry then parrot captures that one must eat pizzas while one is hungry 🤤 if you have multiple options then impressions of that options will be caught via parrot and once asked parrot will utter what can we have as food when we are hungry.

So we can Consider LLM as system that works on probability, which underneath uses Neural Network, which has capabilities to autocomplete the sentences , just as we have seen in #Gmail

If you train your parrot about movies 🎥or songs will also consider that in future so think LLM as Stochastic parrot and which work on probabilities.

Now days we are using ChatGPT, So we know what are the capabilities of ChatGPT, The LLM’s used behind the ChatGPT is #GPT-3 or #GPT-4, where as #Google has PaLM 2 and #Meta has LLamA.

LLM’s also include Reinforcement Learning with human feedback what does that mean?

Let’s say if you have small child at home and you are worried about child not having food and you search 👀 what are the ways to make my child eat food.Probably if model not trained would also answer beat child with hammer 🔨 Interesting right?😂

But while trained model will have ❌ sign to that response and would not adapt that type of response so that models are not abusive or harsh, We can say now days all models are enriched with Reinforcement Learning with human feedback.

So inshort more the model trained with lots of data resources, the most perfect,powerfull and optimized will be the model.

There are other things too that play’s important role in training the model but this the layman’s representation of LLM as starting or building block to AI.

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