Taeyoon.Kim.DS

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

https://www.coursera.org/learn/generative-ai-with-llms/lecture/3AqWI/transformers-architecture The transformer architecture brought a significant improvement in natural language tasks compared to earlier RNN-based models, primarily due to its ability to learn word relevance and context comprehensively. Transformers employ self-attention, allowing them to understand the relationship between all w..

Generative AI with Large Language Models 2023. 8. 21. 18:44

https://www.coursera.org/learn/generative-ai-with-llms/lecture/vSAdg/text-generation-before-transformers Generative algorithms have a history, with earlier language models relying on recurrent neural networks (RNNs). However, RNNs faced limitations due to compute and memory constraints when tasked with generative tasks. An example shows that even as you scale RNNs to consider more preceding word..

Generative AI with Large Language Models 2023. 8. 21. 18:39