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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.
Bringing BERT into modernity via both architecture changes and scaling
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is designed for the training and evaluation of automatic question ans…
Repository for MuSiQue: Multi-hop Questions via Single-hop Question Composition, TACL 2022
Awesome-RAG: Collect typical RAG papers and systems.
Instant voice cloning by MIT and MyShell. Audio foundation model.
A curated list of awesome things related to artificial intelligence tools
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…
Retrieval and Retrieval-augmented LLMs
This repository contains the code for the paper "Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering".
mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for…
A high-throughput and memory-efficient inference and serving engine for LLMs
HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".
Repo for BenTsao [original name: HuaTuo (华驼)], Instruction-tuning Large Language Models with Chinese Medical Knowledge. 本草（原名：华驼）模型仓库，基于中文医学知识的大语言模型指令微调
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
Extensive acceptance rates and information of main AI conferences
[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration