Awesome Chatgpt

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

Implement a reasoning LLM in PyTorch from scratch, step by step

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

Ecommerce Search and Discovery - marqo.ai

🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

AdalFlow: The library to build & auto-optimize LLM applications.

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

Everything you need to know to build your own RAG application

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

大厂发布的AI落地实践、顶尖实验室的最新论文、工业界的真实踩坑记录

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

Evaluation and Tracking for LLM Experiments and AI Agents

Seamlessly integrate LLMs into scikit-learn.

Seamlessly integrate LLMs into scikit-learn.

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

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

Training and serving large-scale neural networks with auto parallelization.

Foundation Architecture for (M)LLMs

AI system design guide for engineers building production AI systems and evals.

Add a real-time analytics node to your operational database. Spice is a portable, accelerated SQL query, search, and LLM-inference engine in Rust for data-grounded AI apps and agents.

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.

AIGC-interview/CV-interview/LLMs-interview面试问题与答案集合仓，同时包含工作和科研过程中的新想法、新问题、新资源与新项目

🧠 AI-powered enterprise search engine 🔎

Control Any Computer Using LLMs.

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai

SDG is a specialized framework designed to generate high-quality structured tabular data.

Machine Learning Journal for Intermediate to Advanced Topics.

Label, clean and enrich text datasets with LLMs.

🤖 A powerful, lightweight JavaScript library + interactive CLI for ChatGPT

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

Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

Bringing together outstanding artificial intelligence (AI) open source projects from around the world.

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

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

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).

A high performance Vector Database leveraging parallel graph computing

Council is an open-source platform for the rapid development and robust deployment of customized generative AI applications

Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"

Quickly format your notes with ChatGPT in Obsidian

🤖 AI browser extensions & userscripts to augment your web experience

A dead-simple API to build LLM-powered apps