Decoding GPT: How LLMs Work by Devesh Rajadhyax

[siddhesh1981]

Title of the talk

Decoding GPT: How LLMs Work by Devesh Rajadhyax

Description

Large Language Models like ChatGPT have quickly become part of our society. It has become a must for technology professionals to have a working understanding of these models. In this talk, Devesh will offer a quick overview of how LLMs work, with intuitive examples. He will also talk about the changing role of developers in the light of code generation models and LLM agents.

Table of contents

• An intuitive understanding of how LLMs work
• Example of code generation
• Prompt engineering and fine-tuning
• Retrieval Augmented Generation
• LLM agents
• The future of software development

Duration (including Q&A)

30 min

Prerequisites

None

Speaker bio

Devesh Rajadhyax is the Founder and CEO of Cere Labs, an AI focused startup. He has 25 years of software industry experience and has created more than 20 software products. He has been working in AI for the last 8 years. He is the author of the book 'Decoding GPT: an intuitive understanding of LLMs'. Devesh is on advisory boards of a number of engineering and management colleges.

Devesh's Profile

The talk/workshop speaker agrees to

• Share the slides, code snippets and other material used during the talk

• If the talk is recorded, you grant the permission to release
  the video on PythonPune's YouTube
  channel
  under CC-BY-4.0
  license

• Not do any hiring pitches during the talk and follow the Code
  of
  Conduct

[bhavin192]

@siddhesh1981 since this is submitted on behalf of Devesh:
Are you in touch with him? Can you confirm if he can deliver the talk during April meetup which is happening on 20th in Baner?

https://www.meetup.com/pythonpune/events/300227682/

[siddhesh1981]

Yes. This is for the meetup on 20th in Baner. He has confirmed.

…

On Sat, 6 Apr 2024, 13:13 Bhavin Gandhi, ***@***.***> wrote: @siddhesh1981 <https://github.com/siddhesh1981> since this is submitted on behalf of Devesh: Are you in touch with him? Can you confirm if he can deliver the talk during April meetup which is happening on 20th in Baner? https://www.meetup.com/pythonpune/events/300227682/ — Reply to this email directly, view it on GitHub <#185 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A4JHI2ZN7FRK4HRF3AE3VYLY36RTRAVCNFSM6AAAAABFZDHUI6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDANBRGAYDKOJQHE> . You are receiving this because you were mentioned.Message ID: ***@***.***>

[bhavin192]

Thanks. I have scheduled this: https://www.meetup.com/pythonpune/events/300227682/

We will have his talk first which will mostly start around 10:30am.

[siddhesh1981]

Thank you. I will inform Devesh.

…

On Fri, 12 Apr 2024, 12:45 Bhavin Gandhi, ***@***.***> wrote: Thanks. I have scheduled this: https://www.meetup.com/pythonpune/events/300227682/ We will have his talk first which will mostly start around 10:30am. — Reply to this email directly, view it on GitHub <#185 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A4JHI233URLAWCPBQOGLLU3Y46CZZAVCNFSM6AAAAABFZDHUI6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDANJRGE2TMMZSGM> . You are receiving this because you were mentioned.Message ID: ***@***.***>