December 5, 2021 | Workshop on GPT ft. GPT-3
GPT in the Real World
GPT3 for Product Managers: 7 power packed sections + 5 labs + 1 case study
Workshop Schedule
When: Saturday December 5, 2021
(3 hours)
Section 1: Introduction
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Why should you care about GPT?
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What is GPT3? How was it built?
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Who built it? What is OpenAI?
Section 2: Use Cases
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Sentiment Classification
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Keyword Mining
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Haiku writing
Section 3: Intro to Prompt Design
Getting started with Text Completion: What is a prompt?
Deep dive into prompt components:
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Instructions
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Examples: Format, Selection, Ordering
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Query
Prompt Biases:
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Majority Bias
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Recency
Section 4A: Generation Configuration
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Engines (Davinci, Curie)
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Penalties: Presence Penalty, Frequency Penalty
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Temperature
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Top P
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Best of
Section 4B: Text Configuration
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Stop Text
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Restart Text
Lab 2 - Style Transfer
Attendee Exclusive
Introduction to Instruct Series
Davinci-Instruction and Curie-Instruct
Case Study: Peppertype.ai
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Attendee Exclusive
Lab 3 - Email Generation
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Given a list of points and a persona/style, convert to an email using GPT3
Labs 4 & 5
Attendee Exclusive
Section 5: [NEW!] GPT3 Fine Tuning
Section 6: Self-hosted GPT3 Alternatives: T0++ and GPT-J
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T0++ from Huggingface
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GPT-J from EleutherA
Section 7 + Capstone Project: Long Form Generation
Details locked for Attendees
Workshop Instructors


Nirant Kasliwal
Nirant has built the ML stack and team at Verloop.io from 0 to 1 as the Founding ML Engineer. He has several years of NLP and Computer Vision experience. He has also written a book about NLP and some of his work is recommended by Stanford CS 230 and found useful by Nobel Laureates.
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Dr. Wolfgang Richter
Dr. Wolfgang Richter has won awards as a teacher and researcher at CMU and UVA. Today, he focuses on building enterprise B2B big data products at Soroco. His research area is cloud computing, distributed systems, and security. He is a former NSF and IBM Fellow. He has 41+ awarded patent claims, 20+ publications, and 1 best paper award.
Get in Touch
Email us at: [email protected]