Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More - Ep14

now apartfrom this you will find out some openibased model open a based llm model soGPD 4 is langchain tutorialthere GPD 3.5 is there GPDbased is there Delhi Biser iddings okayso these are the different differentmodel which you will find out over theopen website itself and uh here uhdefinitely GPT is uh one of theprestigious model or this is one of thevery important model which uh people areusing uh nowadays for creating theirlike applications and all and it is itcan perform any sort of a task relatedto a generation okay now over here uhthis is the openi based model which Ihave written now apart from this youwill find out other open source model sothis is the model from the openi side soif you are going to hit this model sodefinitely open is going to charge youregarding the tokens regarding the uhregarding like how many tokens and allwhatever you are using according to thatit is going to charge you but here wehave some couple couple of Open Sourcemodel as well and I have written thename like Bloom Lama 2 Palm Falcon Cloudamp okay stable LM and so on we have avarious model various open source modeland uh yes but I I will show you thathow you can use this particular model ifyou are going to create your applicationso definitely I will let you know I willshow you that how you can utilize thismodel as well I will show you the use ofthe Falcon I will show you the use ofthe Llama 2 if you don't want to usethis GPT uh GPT 3.5 GPT 3.5 turbo I willshow you the use of this llama and thisFalcon and some others open source modelas well I think you are getting my pointnow here uh if we are talking about whatcan llm be used for so if we are talkingabout llm that what it can do so it canuh we can use this llm for any sort of atask like classification text generationsummarization chat board questionanswering or maybe speech recognizationspeeech identification spellingcharacter so this uh llm actually uh ifwe are talking about this L LM so firstof all it's a model it's a large model Uit's a language anguage model and it's alarge model it's a large language modeland what is a like what we can do byusing this large language model we cangenerate the data okay it can identifythe pattern of the data it is havingthat cap cap uh that uh that much ofcapacity so it can identify the patternfrom the data and by using those patternwe are we can perform a various amountoftask okay that's why this llm is toomuch powerfuland here we can use this llm for anysort of a task and yes uh we know aboutthis it and already I have uh like Iexplain you this thing I hope thisintroduction is clear to all of you nowcoming to this uh prompt design soprompt design and all uh definitely Iwill talk about it uh once I will cometo this open a API there will try to hitthe uh different different models of theopen a and uh we have a differentdifferent type of prompts so as as ofnow you can think that the prompt isnothing whatever input we are passing tothe model uh that is called input promptand whatever output we are getting fromthe model itself that is called theoutput prompt and here how cat GPD wastrained so generative of pre-trainingsupervise fine tuning and thisreinforcement learning there was threestep which I have mentioned so I will betalking about this also and not intoday's session in the like next sessionuh I'll be talking about this uh how CHGPT and all it was stained uh okay nowwhat I can do so over here guys uh Ithink uh we should uh conclude thesession so how was the session please uhdo let me know in the chat it was goodbad or what so did you uh understoodeverything did you understand everythingwhatever I have explained you uhregarding this uh regarding this llm andthis generative AI the completeintroduction because uh I want thatbefore starting with any sort of apractical the basics should beclear everything did youunderstand amazinggreat to what is thetopicyes fine uh if you have any doubt andall so you can ask me I will try toanswer for that now before concludingwith uh like uh before concluding thesession let me show you few more thingsover here so see uh here first of allwhat you need to do uh first of all youneed to like uh go through with the opena and you need to generate a open a APIand all so that uh basically don't worryI will show you while I will be doing apractical and all so you need to like atleast you need to create an account anduh and you need to login it over here soso once you will log in guys here youwill get two option first is chat GPTand the second is API just go throughwith this API and generate this API keygenerate the API key from here don'tworry in the next session in the nextclass again I will show you this thingand here I see we have a differentdifferent model so let me show you thosemodel and whatever open source model andall is there so you will find out overthe hugging phase so let me show you thehugging face models hugging face Hub anduh here you will find out the model Hubso guys uh here actually we have a modelHub just a second yeah models now youwill find out a different different typeof model see these are the models whichis a open source and uh uh you'll find acomplete description let's say this uhwe are talking about this Orca 2 so thisupdated 12 days ago and it's a recent uhllm model uh which has been published uhby the Microsoft now over here you cansee so it like you will find out thecomplete description or complete detailregarding this model and like uh how touse it and uh each and everythingbasically definitely we'll talk about

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