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Chinese-LLaMA-Alpaca

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

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

BELLE

BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）

CLUE

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

ChatGLM-Tuning

基于ChatGLM-6B + LoRA的Fintune方案

Luotuo-Chinese-LLM

骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

Alpaca-CoT

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to initiate any meaningful PR on this repo and integrate as many LLM related technologies as possible. 我们打造了方便研究人员上手和使用大模型等微调平台，我们欢迎开源爱好者发起任何有意义的pr！

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

DeepIE

DeepIE: Deep Learning for Information Extraction

Telechat

TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

China_House

**买房相关资料和项目整理，方便查看，持续更新中...

bert4torch

An elegent pytorch implement of transformers

alpaca_chinese_dataset

人工精调的中文对话数据集和一段chatglm的微调代码

pretrained-models

Open Language Pre-trained Model Zoo

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/….）

simple_tensorflow_serving

Generic and easy-to-use serving service for machine learning models

roformer

Rotary Transformer

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

roformer-sim

SimBERT升级版（SimBERTv2）！

ChatGLM-LLaMA-chinese-insturct

探索中文instruct数据在ChatGLM, LLaMA上的微调表现

alpaca-chinese-dataset

alpaca中文指令微调数据集

Keyword_Extraction

神策杯2018高校算法大师赛（中文关键词提取）第二名代码方案

NER_DEMO

中文命名实体识别NER。用keras实现BILSTM+CRF、IDCNN+CRF、BERT+BILSTM+CRF进行实体识别。结果当然是BERT+BILSTM+CRF最好啦。

GlobalPointer

全局指针统一处理嵌套与非嵌套NER

CamelBell-Chinese-LoRA

CamelBell（驼铃) is be a Chinese Language Tuning project based on LoRA. CamelBell is belongs to Project Luotuo(骆驼), an open sourced Chinese-LLM project created by 冷子昂 @ 商汤科技 & 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技

RasaChatBot

基于Rasa搭建的案件信息问答系统

chengdu_house_knowledge

🏡成都购房知识

roberta-wwm-base-distill

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

KnowledgeDistillation

A general framework for knowledge distillation