活字通用大模型

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

中文医疗信息处理基准CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark

从零学习，制作懂人情世故的大语言模型

高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

Efficient computing methods developed by Huawei Noah's Ark Lab

This is the official implementation of the paper: "Contrastive Learning of Sentence Embeddings from Scratch"

Generative Representational Instruction Tuning

UniGen: A Unified Framework for Dataset Generation via Large Language Model

A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"

This is the repository for the GenIR survey.

Autoregressive Entity Retrieval

Finetune mistral-7b-instruct for sentence embeddings

Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'

Search Engines with Autoregressive Language models

Codebase for [Paper] Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval

official repository for ListT5

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.

Rigourous evaluation of LLM-synthesized code - NeurIPS 2023

NaturalCodeBench (Findings of ACL 2024)

Code repo for the ICML 2024 paper "Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation"

Tevatron - A flexible toolkit for neural retrieval research and development.

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Codebase for RetroMAE and beyond.

搜索引擎原理

Source code of DRAGIN, ACL 2024 main conference Long Paper

MambaOut: Do We Really Need Mamba for Vision?