ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

albert_zh

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

api-for-open-llm

Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

baichuan-7b

A large-scale 7B pretraining language model developed by BaiChuan-Inc.

bert-bilstm-crf-pytorch

bert-bilstm-crf implemented in pytorch for named entity recognition.

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

build_minillm_from_scratch

chatglm-6b

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

chatlm-mini-chinese

中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。

chatpdf

RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF

chatpilot

Chat with Agent. 基于chat agent实现了联网搜索，文件、网址对话功能（类kimi chat，文件，拖进来；网址，发出来），支持OpenAI API。

chinese-llama-alpaca

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

chinese-text-classification

Chinese-Text-Classification Project including bert-classification, textCNN and so on.

chinese_spelling_correction

中文文本纠错模型，keras实现

cluener2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

cosent

比Sentence-BERT更有效的句向量方案

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

evaluate

A library for easily evaluating machine learning models and datasets.

glm-130b

GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)

hanlp

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

hello-world

java_learn

javalearn

jionlp

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

langchain-chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

learn1

learngit

llama

Inference code for LLaMA models