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Cloud AIGenAI Overview
Source:
Steam Power
1784
Electricity
1870
Information
Technology
1969
Artificial Intelligence
Today
AI
NLP Evolution
Extraction Generation
Transformation
Matching
Classification
Responsible AIat the foundation
What is a Large Language Model?
Cat:
type: animal
legs: 4
ears: 2
fur: yes
likes: yarn, catnip
(etc …)
First, some vocab
Generative Model: produces content
Large Language Model: understanding generating
Transformer: neural network architecture
What is a language model?
What is a language model?
To be or not to be.
Mumbai is to India, what London is to England
Masala Dosa is a popular South Indian Dish
Prompt:
Prompt Design:
What is a language model?
Write a poem about Cricket
Cricket, oh cricket, game of my heart,
Where legends are born and dreams start.
With bat and ball, we play as one,
Under the sun, until the day is done.
From the village green to the grandest stage,
Cricket unites us, age after age.
With every run, we cheer and shout,
As our heroes make us proud.
…
Zero-shot
Give examples
Convert from english to french.
peppermint : menthe poivrée
desert cactus : cactus du désert
potato : pomme de terre
onion :
…
Few-shot
Give examples
Convert from english to french.
peppermint : menthe poivrée
desert cactus : cactus du désert
potato : pomme de terre
onion : oignon
Few-shot
Give examples
Convert from english to french.
peppermint : menthe poivrée
desert cactus : cactus du désert
potato : pomme de terre
{$USER_INPUT}:
Few-shot
Give examples
Convert Python to Javascript.
Python: print("hello world")
Javascript: console.log("hello world")
Python: for x in range(0, 100):
Javascript:
Few-shot
Give examples
Convert Python to Javascript.
Python: print("hello world")
Javascript: console.log("hello world")
Python: for x in range(0, 100):
Javascript:
Few-shot
Give examples
Convert Python to Javascript.
Python: print("hello world")
Javascript: console.log("hello world")
Python: for x in range(0, 100):
Javascript:
Few-shot
Give examples
Convert Python to Javascript.
Python: print("hello world")
Javascript: console.log("hello world")
Python: for x in range(0, 100):
Javascript:
Few-shot
Give examples
Convert Python to Javascript.
Python: print("hello world")
Javascript: console.log("hello world")
Python: for x in range(0, 100):
Javascript:
Few-shot
Give examples
Convert Python to Javascript.
Python: print("hello world")
Javascript: console.log("hello world")
Python: for x in range(0, 100):
Javascript:for (var x = 0; x < 100; x++)
Few-shot
Give examples
Convert Python to Javascript.
Python: print("hello world")
Javascript: console.log("hello world")
Python: {$USER_INPUT}
Javascript:
Few-shot
What is a language model?
User : Who are you?
Bot: I am Sachin Tendulkar, the famous cricketer
and the best batsman the world has seen.
User: Where do you live?
Bot: I live in Mumbai.
User: What do you currently do?
Bot: …
Dialog
What is a language model?
User : Who are you?
Bot: I am Sachin Tendulkar, the famous cricketer
and the best batsman the world has seen.
User: Where do you live?
Bot: I live in Mumbai.
User: What do you currently do?
Bot: …
Dialog
Customizing Chat
User : Who are you?
Bot: I am Sachin Tendulkar, the famous cricketer
and the best batsman the world has seen.
User: Where do you live?
Bot: I live in Mumbai.
User: {USER_INPUT}
Bot: I am currently retired from cricket, but I am
still involved in the game as a mentor and
ambassador.
Dialog
recognize, predict, and generate
10s to 100s of billions of parameters
pre-trained on a large corpus of text
Generative language models
Large Models Generative AI
emergent abilities
changes how we interact
massive, disparate data corpora.
Search
Conversation
Content generation
LLM applications in industry
Customer Support
Technology
Financial Services
HealthCare
Retail
Media and Gaming
Traditional ML Dev LLM Dev
WHAT ARE GOOGLE’S
OFFERINGS?
control our
data
fraud &security
accurate &
explainable
data &
applications
control
costs
Bard +MakerSuite VertexAI +Duet AI
Consumers Enterprises
PaLM 2
Across many
modaliīies….Texī,
Code, Image, Dialogue,
Mulīimodal…..
Codey
Imagen
VertexAI
Animal indicates size
Numbers indicate version
Example:
text-bison-001
Embeddings APIfor
Text and Image
PaLM for Text
Chirp for
Speech to Text
PaLM for Chat
Codey for
Code Generation
Imagen for Text to Image
Demo
Gen AI Arcade Game For others:
Visit Google Cloud Computing
Foundations path and complete the
following journeys:
Thank You

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"Embark On a Cloud Odyssey" Cloud Campaign Induction Program