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【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGPT-4、VisualGLM-6B、Ziya-Visual等）等 实战与经验。
🚀 「大模型」1小时从0训练26M参数的视觉多模态VLM！🌏 Train a 26M-parameter VLM from scratch in just 1 hours!
🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
HuggingLLM, Hugging Future.
Anomaly detection related books, papers, videos, and toolboxes
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。
[IROS 2023] "Streaming Motion Forecasting for Autonomous Driving"
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
UniPAD: A Universal Pre-training Paradigm for Autonomous Driving (CVPR 2024)
[ECCV 2024] Officially implement of the paper "DrivingDiffusion: Layout-Guided Multi-View Driving Scenarios Video Generation with Latent Diffusion Model".
[ICCV2023] This is an official implementation for "Scale-Aware Modulation Meet Transformer".
[ICCV 2023] Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction
[ICCV 2023] DETRs with Collaborative Hybrid Assignments Training
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
OpenPCSeg: Open Source Point Cloud Segmentation Toolbox and Benchmark
[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"
Code for "Object as Query: Lifting any 2D Object Detector to 3D Detection"
[ICCV 2023] DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds
the AI-native open-source embedding database
[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant
[CVPR 2023] Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection
[CVPR 2023] Official implementation of "Deep Dive into Gradients: Better Optimization for 3D Object Detection with Gradient-Corrected IoU Supervision".
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).
Source code for Twitter's Recommendation Algorithm