Completed
fine tuning
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Leveraging LLMs for Advanced AI Applications
Automatically move to the next video in the Classroom when playback concludes
- 1 intro
- 2 preamble
- 3 agenda
- 4 understanding large language models
- 5 transformer architecture
- 6 pre-trained parameters
- 7 fine tuning
- 8 how can i leverage large language models llms?
- 9 using pre-trained models via api integration
- 10 using pre-trained models via playgrounds
- 11 hosting models - hugging face model hub
- 12 hosting models - aws sagemaker studio
- 13 deploy custom/fine tuned models
- 14 limitations of standalone llms
- 15 introducing retrieval-augmented generation rag
- 16 implementation steps for rag
- 17 cost concerns and reduction strategies for llms
- 18 cost reduction strategies
- 19 improvisation of llms
- 20 leveraging llms as a software engineer and tech professional
- 21 leveraging llm in infringement detection
- 22 real world examples
- 23 thank you
