yanshanjing's repositories
RankNet-Pytorch
RankNet-Pytorch
ChineseDiachronicCorpus
ChineseDiachronicCorpus，中文历时语料库，横跨六十余年，包括腾讯历时新闻2000-2016，人民日报历时语料1946-2003，参考消息历时语料1957-2002。基于历时流通语料库，可用于历时语言变化计算、语言监测、社会文化变迁研究提供基础性的语料支持。
alpaca-lora
Instruct-tune LLaMA on consumer hardware
alpaca-rlhf
Finetuning alpaca with RLHF (Reinforcement Learning with Human Feedback)
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
awesome-RecSys
Must-read papers on recommendation systems (RecSys)
BELLE
BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
bert-classification-tf-serving
Use BERT to train a classification model and deploy the model by tensorflow serving
computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
DeepSpeedExamples
Example models using DeepSpeed
generators-with-stylegan2
Here is a series of face generators based on StyleGAN2
image_text_retrieval_BLIP_BLIP2
Experiments with LAVIS library to perform image2text and text2image retrieval with BLIP and BLIP2 models
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
ML-Model-CI
MLModelCI is a complete platform for managing, converting, profiling, and deploying models as cloud services (MLaaS)
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
pytorch-project-template
Deep Learning project template for PyTorch (Distributed Learning is supported)
Reco-papers
Classic papers and resources on recommendation
Recommender-System
A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
recommenders
Best Practices on Recommendation Systems
RSPapers-1
Must-read papers on Recommender System.
self-rewarding-lm-pytorch
Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
so-vits-svc
so-vits-svc fork with realtime support, improved interface and more features.
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
trl
Train transformer language models with reinforcement learning.
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch