ZihengZZH

DoLa

Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

MELBench

Multimodal entity linking (MEL) aims to utilize multimodal information to map mentions to corresponding entities defined in knowledge bases. We release three MEL datasets: Weibo-MEL, Wikidata-MEL and Richpedia-MEL, containing 25,602, 18,880 and 17,806 samples from social media, encyclopedia and multimodal knowledge graphs respectively. A MEL dataset construction approach is proposed, including five stages: multimodal information extraction, mention extraction, entity extraction, triple construction and dataset construction. Experiment results demonstrate the usability of the datasets and the distinguishability between baseline models.

Retrieval-Augmented-Visual-Question-Answering

This is the official repository for Retrieval Augmented Visual Question Answering

grok-1

Grok open release

PrimeKG

Precision Medicine Knowledge Graph (PrimeKG)

CKG

Clinical Knowledge Graph (CKG) is a platform with twofold objective: 1) build a graph database with experimental data and data imported from diverse biomedical databases 2) automate knowledge discovery making use of all the information contained in the graph

kNN-BioEL

MPIKGC

[LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models

KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

EmerGNN

Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 2023.

RelEns

Relation-aware Ensemble Learning for Knowledge Graph Embedding. EMNLP. 2023

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

alpaca.cpp

Locally run an Instruction-Tuned Chat-Style LLM

llama.cpp

LLM inference in C/C++

llama

Inference code for Llama models

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

MCLEA

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

github-profile-views-counter

It counts how many times your GitHub profile has been viewed. Free cloud micro-service.

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

PRASE-Python

The code of paper "Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding"

awesome-knowledge-graph

整理知识图谱相关学习资料

chatbot-base-on-Knowledge-Graph

使用深度学习方法解析问题 知识图谱存储 查询知识点 基于医疗垂直领域的对话系统

BioMedical-NLP-corpus

Biomedical NLP Corpus or Datasets.

Medical-Concept-Normalization-Survey

DouZero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.