{"repo":"sinanuozdemir/quick-start-guide-to-llms","free":true,"listed":false,"github":"https://github.com/sinanuozdemir/quick-start-guide-to-llms","clone":"git clone https://github.com/sinanuozdemir/quick-start-guide-to-llms.git","description":"The Official Repo for \"Quick Start Guide to Large Language Models\"","language":"Jupyter Notebook","stars":395,"topics":["bert","generative-ai","gpt","llm","machine-learning","multimodal","nlp","ai","distillation","quantization"],"license":null,"category":"ai-agents","readme_excerpt":"Quick Start Guide to Large Language Models - Second Edition Get your copy today and please leave a rating/review to tell me what you thought! ⭐⭐⭐⭐⭐ Welcome to the GitHub repository for the \"Quick Start Guide to Large Language Models - Second Edition\" . This repository contains the code snippets and notebooks used in the book, demonstrating various applications and advanced techniques in working with Transformer models and large language models (LLMs). View the code for the First Edition here Repository Structure Directories - notebooks : Contains Jupyter notebooks for each chapter in the book. - data : Contains the datasets used in the notebooks. - images : Contains images and graphs used in the notebooks. Notebooks Below is a list of the notebooks included in the notebooks directory, organized by the chapters in the book. Part I - Introduction to Large Language Models - Chapter 2: Semantic Search with LLMs - 02 semantic search.ipynb : An introduction to semantic search using OpenAI and open-source models. - Chapter 3: First Steps with Prompt Engineering - 03 prompt engineering.ipynb : A guide to effective prompt engineering for instruction-aligned LLMs. - Chapter 4: The AI Ecosystem: Putting the Pieces Together - 04 rag retrieval.ipynb : Building a Retrieval-Augmented Generation (RAG) pipeline. - 04 agent.ipynb : Constructing an AI agent using LLMs and other tools. Part II - Getting the Most Out of LLMs - Chapter 5: Optimizing LLMs with Customized Fine-Tuning - 05 bert app r","default_branch":null,"files":null,"tree":[],"storefront":"/r/sinanuozdemir","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sinanuozdemir/quick-start-guide-to-llms/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}