EstherrCheng

DAIL-SQL

A efficient and effective few-shot NL2SQL method on GPT-4.

CHESS

Contextual Harnessing for Efficient SQL Synthesis

RESDSQL

The Pytorch implementation of RESDSQL (AAAI 2023).

DB-GPT-Hub

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

reflexion

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

llm-action

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

MetaGPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

PoSE

Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)

pyllms

Minimal Python library to connect to LLMs (OpenAI, Anthropic, Google, Groq, Reka, Together, AI21, Cohere, Aleph Alpha, HuggingfaceHub), with a built-in model performance benchmark.

TextMatch

QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

LLM-As-Chatbot

LLM as a Chatbot Service

xmnlp

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

ECG-with-Deep-learning

使用深度学习对人体心电数据进行多分类

CHEF

The source code of paper "CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking"

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

awesome-chatgpt-prompts-zh

ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。

poetry

汉语现代诗歌语料库整理，3489诗人，81.7K诗歌，15.43M字。持续扩充...

medical-news

spider for chinese medical websites with wechat notification enabled

MedicalCorpusMaker

Create a custom medical corpus by PubMed API.

Medical_NLP

Medical NLP Competition, dataset, large models, paper

PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)【安全加固，暂停交互，请耐心等待】

NLTK

Multi-Label-Text-Classification-for-Chinese

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

Keras-TextClassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

demo-chinese-text-binary-classification-with-bert