How many parameters does this neural
network have?
Well only 10, because it is equal to
number of
weights that you see in between the
neurons.
Imagine a neural network with 175
billion parameter.
Well gpt3 is the largest
neural network ever created by humidity
as of 2020
December. At least now when you're
talking about neural network there are
different types like convolutional
neural network,
rnn and different architectures. gpt3
is a language model which is suitable
for natural language processing
needs, which means it can write essays
and poem for you
it can answer questions it can auto
complete the task.
You know if you're using gmail you might
have noticed you type few words and it
just auto completes.
So gpt can 3 can do that and
very importantly programmers be aware
gpt can write code.
Isn't that sound crazy and scary gpd3
was released
in may 2020 by open AI
which is yet another Elon Musk company.
I don't know how many things one person
can do in his
one life. Elon Musk is
everywhere. So open AI is something
that is was started by Elon Musk and
open ai has released gp23 in may 2020
and they spent 4.6 million dollar to
train this single neural network.
So it's just think about this it as a
neural network
that was trained days and days on big
gpu farm.
They spent 4.6 million dollar in terms
of gpu resources electricity bill and so
on
and now they have a trained model which
can be
used by different people. It is an
invitation only usage right now it is in
beta phase
but it was trained on 570 gigabyte of
text.
The text which was crawled from the
internet and wikipedia.
So now this neural network has an
understanding of that
570 gigabyte of text it understands the
human language
and it can do amazing things such as
writing code,
writing resumes, even or doing a language
translation. So let's look at the demo
real quick. When you go to gp3
examples.com
website. It has all the different demo
applications
built by gpd3 model. So I'm just gonna go
over
all different applications. See you can
scroll through all these different
applications here.
So the first one is the most scary one
for all the programmers. So let's check this.
So here
it is writing a code
So see, someone built this demo where in
the designer
you tell gpt 3 what kind of a mobile app
you want to write.
So I want to create instagram type of
mobile application
and I just tell gpd3 that
I want to create this application with
navigation bar
with a camera icon photo of title and
message icon
and see what it will do for you.
Now it is generating the app so it is
doing your work programmers.
See it built
a mobile app yes gpt3.
The neural network the AI build wrote a
code
and built a mobile app so you you scroll
through it. See
instagram type of app there is a love
icon there is a comment
you can do all of that.
All right, so now let's look at the other
demo.
So here in this demo
you are using a generative
media basically. So generative networks
are something that generates something.
So here
see if you notice this I'm telling gpd3
that generate a profile of a person
and the person should be a young black
woman with
long hair that works in finance and
lives in Boston
and loves the cat so when you. I'll just
fast forward this demo
it created this profile on its own
this person is not a real person it's a
synthetic person.
When you say person working working in
finance and the gbt3 all
automatically put this description here.
It also put Boston area and
I think there should be loving cat
aspect anywhere.
Okay, do you like this job do you have a
favorite pad
cat? See so that's what
gpt3 did for you and if you know about
want to know about generative media
there are there's a website called
generated photos
where all these photos are generated by
AI. These are not real human beings.
You know they look like real human being
For example, this person.
It's a fake photo generated by
ai and you can you know you can like
okay I want all the female photos
whatever young adult.
So see you you realize like the the
extent to which
this AI is having impact in our life?
Like these photos are used
as a model photos or maybe on the
website when you
need a model photo you use that.
The third demo I have is something where
the gpd3 is becoming a writing assistant
almost.
You know you're writing a poem or an
essay
and you can ask gpt3 to write it for you
So here you are starting with she looked
away from his face and said she was fine
and now kasim is saying okay I am fine
and it is asking gpt 3
to complete remaining sentence
and see what happens so when you click
on this
now gbd3 is using language model and it
is predicting
what it should write after I am fine. So
See now whatever is return is being
returned by
AI it's not human return and you see
that
it looks like almost like a short story
or a poem so now if you are a writer or
a
poet you don't know how to write your
poem, probably.
You just write one sentence and it will
complete the task for you
then there is this demo of resume
builder.
So I want to resume my build. I want to
build my resume as a software engineer
all I do is
I write in a text all my experience so
first. I wrote okay worked as a software
engineer whatever
in Los Angeles and it generated
this text for me so see it understands
that when I say from September to
present
it knows how to write this. This is
probably easy but let's see
yeah you said just said worked as a
react js
engineer and it created this sentence
created in mobile
the mobile application for this platform
use technology such as this see.
So it can write the resume as if any
human is writing it.
So now you put all your experience one
by one
and click on generate
and see what happens.
See now your resume is created so if you
open your resume
you see your resume is if you fill in
more blocks you can complete your resume.
It can also generate sql
query. So there is this person Boris but
he has also a nice channel for
data science. He built this demo of
generating sql query from gpd3
So looks like he has an access of gpd3
API key.
So he used that to import gb3. So here
you are creating gpd3 model
and then
I just quickly fast forward.
You're kind of training the model you
are just giving the sample that
when I say print the first three
characters of first name it means this
query. Okay so you give bunch of examples
and then when you shoot exit query
So now I am telling gpt 3 that display
the lowest salary from worker table
and it will generate an equivalent sql
query for me.
So what is the sql query select mean
salary from worker.
It's a valid runnable sql query
which gpt3 created from this human
language statement.
Now you will wonder how can I use gpd3
in my IAI application.
Well right now it is in beta state.
It is only invitation only API access.
So I joined the wait list. I have not
gotten any response
but somewhere down the road when you get
a response from this
they will issue you an API key
and you can use that API key how power
is used like here. See he used this API
key.
So using that API key you can call
the neural network which is gpd3 and
do amazing things. I personally don't
feel you need to be scared that
okay it will take away all the jobs well.
It will take away a few jobs
but then we humans always have this
creative potential
which we can use to do the next big
thing
in the life. So think about the
industrial revolution
when it happened or think about an IT
revolution when it happened.
There were many jobs in government
offices, tax offices
where you know there were people book
keeping the records human records
in Northern ban and those jobs were
taken away by computers
but now we have new jobs which is
computer programmers,
data analyst, qa rp executive. So many new
jobs
so humans have a tendency to optimize
some workflow and once it is optimized
they give it to computer
and then we move on to doing a next big
thing.
Okay, so the idea here is that after
learning about gp3
maybe you should keep yourself up to
date with the latest technology and try
to
always learn new skills. Never stop
learning.
Okay you should be a lifelong registered
student
even if you are old just keep on
learning and
We together can create a better future. I
hope you like this video
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world of AI.