IAAR-Shanghai / CRUD_RAGLinks
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
☆314Updated last month
Alternatives and similar repositories for CRUD_RAG
Users that are interested in CRUD_RAG are comparing it to the libraries listed below
Sorting:
- ☆320Updated last year
- 本项目是针对RAG中的Retrieve阶段的召回技术及算法效果所做评估实验。使用主体框架为LlamaIndex.☆259Updated 6 months ago
- an intro to retrieval augmented large language model☆298Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆179Updated 10 months ago
- 中文原生检索增强生成测评基准☆118Updated last year
- ☆338Updated last year
- ☆187Updated last year
- 雅意信息抽取大模型:在百万级人工构造的高质量信息抽取数据上进行指令微调,由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)☆304Updated 10 months ago
- RAG 论文学习☆139Updated 2 months ago
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆196Updated 5 months ago
- 本项目旨在收集开源的表格智能任务数据集(比如表格问答、表格-文本生成等),将原始数据整理为指令微调格式的数据并微调LLM,进而增强LLM对于表格数据的理解,最终构建出专门面向表格智能任务的大型语言模型。☆595Updated last year
- ☆178Updated 2 months ago
- 快速入门RAG与私有化部署☆191Updated last year
- ☆169Updated last year
- 本项目用于Embedding模型的相关实验,包括Embedding模型评估、Embedding模型微调、Embedding模型量化等。☆55Updated 11 months ago
- Real-time updated, fine-grained reading list on LLM-synthetic-data.🔥☆262Updated 4 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆137Updated 5 months ago
- Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception☆174Updated 2 weeks ago
- 基于大语言模型的检索增强生成RAG示例☆151Updated last month
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆372Updated 9 months ago
- 大模型多维度中文对齐评测基准 (ACL 2024)☆392Updated 10 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆937Updated 2 weeks ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆306Updated 10 months ago
- ☆162Updated 2 years ago
- Awesome-RAG: Collect typical RAG papers and systems.☆389Updated 4 months ago
- Evaluation tools for Retrieval-augmented Generation (RAG) methods.☆157Updated 7 months ago
- The source code of CodeS (SIGMOD 2024).☆176Updated 7 months ago
- 用于大模型 RLHF 进行人工数据标注排序的工具。A tool for manual response data annotation sorting in RLHF stage.☆252Updated last year
- ☆253Updated 6 months ago
- 中文大模型微调(LLM-SFT), 数学指令数据集MWP-Instruct, 支持模型(ChatGLM-6B, LLaMA, Bloom-7B, baichuan-7B), 支持(LoRA, QLoRA, DeepSpeed, UI, TensorboardX), 支持(微…☆203Updated last year