Ramsey's starred repositories

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

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MaxKB

🚀 基于 LLM 大语言模型的知识库问答系统。开箱即用,支持快速嵌入到第三方业务系统,1Panel 官方出品。

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recmetrics

A library of metrics for evaluating recommender systems

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LLMRec

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

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rank_llm

Repository for prompt-decoding using LLMs (GPT3.5, GPT4, Vicuna, and Zephyr)

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logit-standardization-KD

[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation

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InfLLM

The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"

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open-eqa

OpenEQA Embodied Question Answering in the Era of Foundation Models

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graph-rag

Graph based retrieval + GenAI = Better RAG in production

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OpenMatch

An Open-Source Package for Information Retrieval

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CIKM2020_DMT

Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020

quiver-feature

High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph

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Adapter4Rec

Multi-domain Recommendation with Adapter Tuning

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title2event_baselines

[EMNLP'22] Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset

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PDRec

The source code is for the paper: “Plug-in Diffusion Model for Sequential Recommendation” accepted in AAAI 2024 by Haokai Ma, Ruobing Xie, Lei Meng, Xin Chen, Xu Zhang, Leyu Lin and Zhanhui Kang.

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toyML

Toy Machine Learning Package

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REAR

Implementation of "REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering"

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alignment-handbook

Robust recipes to align language models with human and AI preferences

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LLaMA-Factory

Unify Efficient Fine-tuning of 100+ LLMs

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M-scan

The implementation of M-scan algorithm

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text-generation-inference

IBM development fork of https://github.com/huggingface/text-generation-inference

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toyGraph

Toy Graph Learning package, inspired by StellarGraph.

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