Taeyoon.Kim.DS

https://www.coursera.org/learn/generative-ai-with-llms/lecture/gZArr/computational-challenges-of-training-llms Computational challenges of training LLMs - Week 1 | Coursera Video created by deeplearning.ai, Amazon Web Services for the course "Generative AI with Large Language Models". Generative AI use cases, project lifecycle, and model pre-training www.coursera.org One of the major challenges ..

Generative AI with Large Language Models 2023. 8. 21. 21:12

https://www.coursera.org/learn/generative-ai-with-llms/lecture/2T3Au/pre-training-large-language-models Pre-training large language models - Week 1 | Coursera Video created by deeplearning.ai, Amazon Web Services for the course "Generative AI with Large Language Models". Generative AI use cases, project lifecycle, and model pre-training www.coursera.org In the previous video, we discussed the ge..

Generative AI with Large Language Models 2023. 8. 21. 20:54

https://www.coursera.org/learn/generative-ai-with-llms/lecture/FE2x7/introduction-to-aws-labs Introduction to AWS labs - Week 1 | Coursera Video created by deeplearning.ai, Amazon Web Services for the course "Generative AI with Large Language Models". Generative AI use cases, project lifecycle, and model pre-training www.coursera.org 지금까지 수업에서 많은 내용을 보셨고, 이러한 개념을 머릿속에 굳게 다지는 가장 좋은 방법은 직접 손을 댄 후 ..

Generative AI with Large Language Models 2023. 8. 21. 20:29

https://www.coursera.org/learn/generative-ai-with-llms/lecture/21Nwn/generative-ai-project-lifecycle Generative AI project lifecycle - Week 1 | Coursera Video created by deeplearning.ai, Amazon Web Services for the course "Generative AI with Large Language Models". Generative AI use cases, project lifecycle, and model pre-training www.coursera.org In this video, you'll learn about the generative..

Generative AI with Large Language Models 2023. 8. 21. 20:26

https://www.coursera.org/learn/generative-ai-with-llms/lecture/18SPI/generative-configuration In this video, you'll learn about methods and configuration parameters to influence the way a language model makes decisions about generating the next word. These parameters are available during inference and can affect factors like completion length and creativity. Max New Tokens: This parameter limits..

Generative AI with Large Language Models 2023. 8. 21. 19:52

https://www.coursera.org/learn/generative-ai-with-llms/lecture/ZVUcF/prompting-and-prompt-engineering In working with large language models (LLMs), it's essential to understand some key terminology: Prompt: The text fed into the model for generating text. Inference: The act of generating text. Completion: The generated output text. Context Window: The full amount of text or memory available for ..

Generative AI with Large Language Models 2023. 8. 21. 19:45

https://www.coursera.org/learn/generative-ai-with-llms/supplement/Il7wV/transformers-attention-is-all-you-need The research paper titled "Attention is All You Need," published in 2017 by Google researchers, introduced the Transformer model, a groundbreaking architecture that transformed the field of natural language processing (NLP). This architecture laid the foundation for modern large languag..

Generative AI with Large Language Models 2023. 8. 21. 18:53

https://www.coursera.org/learn/generative-ai-with-llms/lecture/R0xbD/generating-text-with-transformers Generating text with transformers - Week 1 | Coursera Video created by deeplearning.ai, Amazon Web Services for the course "Generative AI with Large Language Models". Generative AI use cases, project lifecycle, and model pre-training www.coursera.org This section provides an overview of how the..

Generative AI with Large Language Models 2023. 8. 21. 18:52