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alicemind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert_for_corrector

基于bert进行中文文本纠错

billa

BiLLa: A Bilingual LLaMA with Enhanced Reasoning Ability

chatbot

chatsql

自然语言转SQL，直接连接数据库查询

chinese-vicuna

Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案，结构参考alpaca

chinesesemantickb

ChineseSemanticKB,chinese semantic knowledge base, 面向中文处理的12类、百万规模的语义常用词典，包括34万抽象语义库、34万反义语义库、43万同义语义库等，可支持句子扩展、转写、事件抽象与泛化等多种应用场景。

colossalai

Making large AI models cheaper, faster and more accessible

crfsuite

CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

dat_segment

基于双数组Trie树的中文分词

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

deepspeedexamples

Example models using DeepSpeed

dotfiles

dotfiles for fast env set up.

examples

executor-3d-encoder

An executor that wraps 3D mesh models and encodes 3D content documents to d-dimension vector.

glm

GLM (General Language Model)

gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

gpt2_lm_model

使用GPT2训练语言模型及聊天机器人

gridstudio

Grid studio is a web-based application for data science with full integration of open source data science frameworks and languages.

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

langchain-chatglm

langchain-ChatGLM, local knowledge based ChatGLM with langchain ｜ 基于本地知识库的 ChatGLM 问答

llama

Inference code for LLaMA models

machine-translation-transformers

A codebase showing how to implement machine translation using transformers in PyTorch and using HugginngFace library

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

naive-rete

Python RETE algorithm

nlp-progress

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.