Awesome Chatgpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

Automatic Generation of Visualizations and Infographics using Large Language Models

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

HuggingLLM, Hugging Future.

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

LLM Finetuning with peft

中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

LLMs-from-scratch项目中文翻译

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

机器学习、深度学习的学习路径及知识总结

Practice to LLM.

The /llms.txt file, helping language models use your website

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Code and Slides

Mastering Applied AI, One Concept at a Time

Machine Learning Journal for Intermediate to Advanced Topics.

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is the companion repository for the book on generative AI with LangChain.

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.

Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

This is the code for the "ChatGPT Trading Bot" Video by Siraj Raval on Youtube

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)

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

Building DeepSeek R1 from Scratch

This is the code for "I Built a Sports Betting Bot with ChatGPT" by Siraj Raval on Youtube

Create knowledge graphs with LLMs

A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).

Build Your own ChatGPT with OpenAI API and Streamlit

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

A browser extension that lets you chat with ChatGPT from any local Jupyter notebook.

🔥🔔prompt-engineering-note🔔🔥

This repository will guide you to create your own Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution is created using Python & Gradio.

ChatGPT for lecture slides

recommender system tutorial with Python

A collection of prompts for use with GPT-4 via ChatGPT, OpenAI API w/ Gradio frontend & notebook