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Talks at Gandhinagar Machine Learning and NLP Group
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Deciphering Large Language Models #9

Closed parth126 closed 4 months ago

parth126 commented 5 months ago

Title

Deciphering Large Language Models: One Prompt at a Time

Describe your Talk

The talk will provide a peek into the world of prompting. This talk is ideal for professionals, academics, and enthusiasts in the field of AI and technology who are keen to explore practical aspects of Large Language Models.

What will be covered:

  1. Introduction to LLMs
  2. Zero and Few shot prompting
  3. Prompt Engineering
  4. Fine-tuned vs Pre-trained models
  5. Issues and Limitations

What will NOT be covered:

  1. Technical Details of LLM Training
  2. Hands on coding
  3. Statistical or Mathematical Concepts

Pre-requisites & reading material

No response

Time required for the talk

45 mins

Link to slides/demos

No response

About you

Parth Mehta is a NLP Scientist at Parmonic. In the pre-GPT era he used to spend a lot of time implementing NLP and ML solutions from scratch. In the post-GPT world he tries to outsource as much as possible to LLMs including a major part of this proposed talk.

Availability

17/02/2024

Any comments

No response

Ankush-Chander commented 5 months ago

@parth126 Talk scheduled for 17th feb meetup

Ankush-Chander commented 4 months ago

Slides link: here