In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

Awesome Reasoning LLM Tutorial/Survey/Guide

LLM&VLM Tutorial

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

A set of LLM Tutorials from my youtube channel

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

An Improved Langchain RAG Tutorial (v2) with local LLMs, database updates, and testing.

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb & pinecone

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

🔥机器学习/深度学习/Python/大模型/多模态/LLM/deeplearning/Python/Algorithm interview/NLP Tutorial

LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencing.

Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs). Perfect for ML practitioners and researchers!

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

Hands-on tutorials on fine-tuning various LLMs using different fine-tuning techniques

Self-hosted environment for programming tutorial by LLM

A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..

Tutorial for building LLM router

Practical LangChain tutorials for LLM applications development

大语言模型(LLM)理论+代码教程，由浅入深，带你系统学习LLM的理论知识并从代码层面理解其如何实现。

Tutorial for langchain LLM library

Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using ipex-llm

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A curated collection of interesting applications, repos, and tutorials using large language models (LLM) like GPT-3

An repository containing all the LLM notebooks with tutorial and projects

Dynamic batching library for Deep Learning inference. Tutorials for LLM, GPT scenarios.

Deeptoai 系列 RAG 教程

LLM Tutorial for Everyone.

Repositorio-Tutorial para desarrollo de chatbots, aplicaciones con LLMs y Agentes IA

A tutorial on how to set up a LLM on Google Colab for both GPU-accelerated and CPU-only session.