Stars
Artificial Intelligence Research for Science (AIRS)
Official github repo for SafeDialBench, a comprehensive multi-turn dialogue benchmark to evaluate LLMs' safety.
Unlock your displays on your Mac! Flexible HiDPI scaling, XDR/HDR extra brightness, virtual screens, DDC control, extra dimming, PIP/streaming, EDID override and lots more!
An efficient Python toolkit for Abductive Learning (ABL), a novel paradigm that integrates machine learning and logical reasoning in a unified framework.
Implementation of the paper "Decentralized Counterfactual Value with Threat Detection for Multi-Agent Reinforcement Learning in Mixed Cooperative and Competitive Environments"
Implementation of the paper "Multi-Agent Exploration via Self-Learning and Social Learning"
Implementation of the paper "Egoism, Utilitarianism and Egalitarianism in Multi-Agent Reinforcement Learning"
Implementation of the paper "WToE: Learning When to Explore in Multi-Agent Reinforcement Learning"
This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
中文Mixtral混合专家大模型（Chinese Mixtral MoE LLMs）
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
《构筑大语言模型应用：应用开发与架构设计》一本关于 LLM 在真实世界应用的开源电子书，介绍了大语言模型的基础知识和应用，以及如何构建自己的模型。其中包括Prompt的编写、开发和管理，探索最好的大语言模型能带来什么，以及LLM应用开发的模式和架构设计。
LoRAMoE: Revolutionizing Mixture of Experts for Maintaining World Knowledge in Language Model Alignment
LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合
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。
MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。
[ICCV 2023, Oral] Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
Generate a roam research like network graph view from your Notion pages.
程序员延寿指南 | A programmer's guide to live longer
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
PyTorch code for: Frustratingly Simple Domain Generalization via Image Stylization