Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

RoBERTa中文预训练模型: RoBERTa for Chinese

继续预训练中文bert

Continue Training BERT with transformers 在垂直领域的预料下继续训练BERT

简洁易用版TinyBert：基于Bert进行知识蒸馏的预训练语言模型

Bert预训练模型fine-tune计算文本相似度

Language, engine, and tooling for expressing, testing, and evaluating composable language rules on input strings.

「大模型」3小时完全从0训练26M的小参数GPT，个人显卡即可推理训练！

一个基于langchain实现RAG的简单示例

LLM notes, including model inference, transformer model structure, and llm framework code analysis notes

Integrates search APIs with GPT models for real-time web access, enabling intelligent Q&A and information retrieval similar to New Bing. Empowers standard LLMs with New Bing-like capabilities. 整合搜索…

Python financial chatbot with Retrieval-Augmented Generation (RAG), responds to the questions based on top-ranked Google search results.

Examples and guides for using the OpenAI API

比Sentence-BERT更有效的句向量方案

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。

短文本聚类预处理模块 Short text cluster

《机器学习必修课：经典算法与Python实战》配套代码

对深度学习中的NLP进行解释和代码使用

BERT-based intent and slots detector for chatbots.

Qt/C++/Linux 车机系统

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、…

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

基于pytorch的中文意图识别和槽位填充

基于Pytorch的Bert应用，包括命名实体识别、情感分析、文本分类以及文本相似度等

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Official repo for the paper "Scaling Synthetic Data Creation with 1,000,000,000 Personas"

An Open-sourced Knowledgable Large Language Model Framework.