AI open source rankings.

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

Open-source task management for the agentic era. The command center for solo entrepreneurs who delegate work to AI agents.

[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

📊 Presentations from the CNCF community to share and reuse

Pytorch implementation of Feature Pyramid Network (FPN) for Object Detection

AI Audio Datasets (AI-ADS) 🎵, including Speech, Music, and Sound Effects, which can provide training data for Generative AI, AIGC, AI model training, intelligent audio tool development, and audio applications.

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Open source project for data preparation for GenAI applications

[CVPR 2024 🔥] Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses that are seamlessly integrated with object segmentation masks.

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

PyGCL: A PyTorch Library for Graph Contrastive Learning

coursera吴恩达机器学习课程作业自写Python版本+Matlab原版

AgiLab(Agi实验室)，专注于将前沿AI技术落地：量化金融以及自媒体智能化运营。

PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

Label images and video for Computer Vision applications

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

Published in CNCF Landscape: A MCP server for Kubernetes.

Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent

Natural Language Interface for apps and devices

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

an open-source implementation of sequence-to-sequence based speech processing engine

The IM for agents. Shared Agent Context & Memory, supervised execution, and cross-agent audit across AI providers.

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

Somewhat modular text2image GUI, initially just for Stable Diffusion

Pytorch implementation of MixNMatch

Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes Agent setup and custom LLM model routing.

Processed / Cleaned Data for Paper Copilot