QLoRA: Efficient Finetuning of Quantized LLMs

The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".

Open source annotation tool for machine learning practitioners.

编程开发相关书单列表整理

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

python爬虫教程系列、从0到1学习python爬虫，包括浏览器抓包，手机APP抓包，如 fiddler、mitmproxy，各种爬虫涉及的模块的使用，如：requests、beautifulSoup、selenium、appium、scrapy等，以及IP代理，验证码识别，Mysql，MongoDB数据库的python使用，多线程多进程爬虫的使用，css 爬虫加密逆向破解，JS爬虫逆向，…

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。

AI education materials for Chinese students, teachers and IT professionals.

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、…

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

A Benchmark of Text Classification in PyTorch

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

DeepIE: Deep Learning for Information Extraction

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

The official GitHub mirror of the Chromium source

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Extract Keywords from sentence or Replace keywords in sentences.

汉字转拼音(pypinyin)

Tensors and Dynamic neural networks in Python with strong GPU acceleration

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

brat rapid annotation tool (brat) - for all your textual annotation needs

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Annotator for Chinese Text Corpus (UNDER DEVELOPMENT) 中文文本标注工具

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Learn how to design, develop, deploy and iterate on production-grade ML applications.

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.