Name: Dr. Yong CHENG
Type: User
Company: WeBank
Bio: Senior Researcher and Team Leader.
Specialities: Programming (Python, C/C++), Math (optimization).
PhD (TU Darmstadt), MPhil (HKUST), B.Eng. (ZJU)
Location: Shenzhen, PR China
Dr. Yong CHENG's Projects
An optimizer that trains as fast as Adam and as good as SGD.
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Annotations of the interesting ML papers I read
An experimental open-source attempt to make GPT-4 fully autonomous.
整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。
A curated list of awesome Distributed Deep Learning resources.
A curated list of awesome projects and papers for distributed training or inference
A curated list of resources dedicated to federated learning.
A collection of AWESOME things about HUGE AI models.
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
An awesome & curated list of best LLMOps tools for developers
A curated list of multi party computation resources and links.
Awesome Pretrained Chinese NLP Models,高质量中文预训练模型集合
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
A list of totally open alternatives to ChatGPT
[Arxiv] A Survey on Video Diffusion Models
A large-scale 7B pretraining language model developed by BaiChuan-Inc.
TensorFlow code and pre-trained models for BERT
BigDL: Distributed Deep Learning Library for Apache Spark
Tensorflow implementation of contextualized word representations from bi-directional language models
8-bit CUDA functions for PyTorch
Public repo for HF blog posts
Caffe: a fast open framework for deep learning.
主流ocr算法研究实验性的项目,目前实现了CNN+BLSTM+CTC架构
OCR Engine based on OCRopy and Kraken
The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition
A Multi-Turn Dialogue Corpus based on Alpaca Instructions