airaria

TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

Visual-Chinese-LLaMA-Alpaca

多模态中文LLaMA&Alpaca大语言模型（VisualCLA）

TextPruner

A PyTorch-based model pruning toolkit for pre-trained language models

CaptchaRecognition

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

GAN_hanzi

Generating (fake) Chinese characters using GAN

DogBreedIdentification_RosettaStone

Using tensorflow and pytorch to classify dog breeds ( kaggle competition)

AdversarialAttackInceptionV3

Attack InceptionV3 net using FGM( fast gradient method) and show saliency maps.

GRAIN

GRAIN: Gradient-based Intra-attention Pruning on Pre-trained Language Models

AlphaZero_Gomoku_WuZiQi

My implementation of AlphaZero for gomoku (Wu Zi Qi, 五子棋); Poorman's AlphaZero

text-summarization

text summarization using Seq2Seq and CopyNet in Tensorflow

CNN_receptive_field_calculator

CNN receptive field calculator -- a simple tool to help design CNN

alpaca-lora

Instruct-tune LLaMA on consumer hardware

RNNChinesePoem

Generate Chinese poems using RNN and other techniques.

ReinforcementLearningAlgorithms

Implementation of some reinforcement learning algorithms

ACGAN

My pytorch implementation of "Conditional Image Synthesis With Auxiliary Classifier GANs" (AC-GAN)

airaria.github.io

albert_zh

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

BERT-whitening

简单的向量白化改善句向量质量

CharBERT

CharBERT: Character-aware Pre-trained Language Model (COLING2020)

Chinese-ELECTRA

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

Chinese-LLaMA-Alpaca-2

中文 LLaMA-2 & Alpaca-2 大模型二期项目 (Chinese LLaMA-2 & Alpaca-2 LLMs)

fairscale

PyTorch extensions for high performance and large scale training.

keras

Deep Learning for humans

keras-cn

Chinese keras documents with more examples, explanations and tips.

LASER

Language-Agnostic SEntence Representations

NLP-Progress

PERT

PERT: Pre-training BERT with Permuted Language Model

renju-rl

a Renju AI implemented in RL

Spoon-Knife

This repo is for demonstration purposes only.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.