Xie-Minghui

MultiHeadJointEntityRelationExtraction_simple

实体关系抽取，使用了百度比赛的数据集。使用pytorch实现MultiHeadJointEntityRelationExtraction，包含Bert、Albert、gru的使用，并且添加了对抗训练。最后使用Flask和Neo4j图数据库对模型进行了部署

EntityRelationExtraction

实体关系抽取pipline方式，使用了BiLSTM+CRF+BERT

GFC

Official pytorch implementation of EMNLP 2022 long paper “A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering”

MovieRecommendWeb

电影推荐网站，使用了KNN,LFM算法进行多路推荐，使用的数据集是MovieLens数据集。

HowToCook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

ACM

ACM比赛的刷题记录

Alpaca-CoT

We extend CoT data to Alpaca to boost its reasoning ability. We are constantly expanding our collection of instruction-tuning data, and integrating more LLMs together for easy use. （我们将CoT数据扩展到Alpaca以提高其推理能力，同时我们将不断收集更多的instruction-tuning数据集,并在我们框架下集成进更多的LLM

awesome-instruction-dataset

A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)

belle

妹子图片爬虫下载，注意身体营养，常备营养快线！！！

chenjunyi1999

CPT

CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation

EmbedKGQA

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

finance-toolbox

GPT2-Chinese

Chinese version of GPT2 training code, using BERT tokenizer.

IMDB_Review_SentimentAnalysis_PySpark

Project for IMDB review sentiment analysis using PySpark and Hadoop cluster

langflow

⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.

llama-deepspeed

train llama-30B on a single A100 80G node using 🤗 transformers and 🚀 Deepspeed Pipeline Parallelism

LLMs_interview_notes

LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接

Megatron-DeepSpeed-Llama-genggui001

plot_demo

论文里可以用到的实验图示例

QA_Robot

使用功能React做前端的抽取式问答机器人，其中还包含了一个调用公用API的对话机器人

Seq2SeqDialogue

基于Pytorch和Tensorflow两个版本的Seq2Seq模型，集成Attention、BeamSearch、Dropout等优化方法。

SereTOD2022-1

A challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems, Co-located with EMNLP2022 SereTOD Workshop

stable-diffusion-webui

Stable Diffusion web UI

stop-words

List of common stop words in various languages.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

TuckER

TuckER: Tensor Factorization for Knowledge Graph Completion

WorkingTime

向发起人致敬 https://github.com/WorkerLivesMatter/WorkingTime

Xie-Minghui

Hi there