YongGuCheng
Senior Researcher and Team Leader. Specialities: Programming (Python, C/C++), Math (optimization). PhD (TU Darmstadt), MPhil (HKUST), B.Eng. (ZJU)
WeBankShenzhen, PR China
Pinned Repositories
AdaBound
An optimizer that trains as fast as Adam and as good as SGD.
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.
Deep-Learning-for-Tracking-and-Detection
Collection of papers and other resources for object tracking and detection using deep learning
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
dlib
A toolkit for making real world machine learning and data analysis applications in C++
FATE
An Industrial Level Federated Learning Framework for the Federated AI ecosystem
federated
A framework for implementing federated learning
federated-learning-with-grpc-docker
A simple application that uses docker and gRPC to demonstrate fedrated learning
fedlearn-algo
Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers
Reinforcement-Learning-for-A-Stock-Quant-Investiment
Reinforcement Learning Procedure for Quant Investment in Chinese A-Stock Market
YongGuCheng's Repositories
YongGuCheng/awesome-distributed-ml
A curated list of awesome projects and papers for distributed training or inference
YongGuCheng/awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
YongGuCheng/Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
YongGuCheng/baichuan-7B
A large-scale 7B pretraining language model developed by BaiChuan-Inc.
YongGuCheng/bitsandbytes
8-bit CUDA functions for PyTorch
YongGuCheng/blog
Public repo for HF blog posts
YongGuCheng/ChatAlpaca
A Multi-Turn Dialogue Corpus based on Alpaca Instructions
YongGuCheng/chatgpt-retrieval-plugin
The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.
YongGuCheng/DecryptPrompt
总结Prompt&LLM论文,开源数据&模型,AIGC应用
YongGuCheng/determined
Determined: Deep Learning Training Platform
YongGuCheng/document.ai
基于向量数据库与GPT3.5的通用本地知识库方案(A universal local knowledge base solution based on vector database and GPT3.5)
YongGuCheng/embedding_model_test
基于开源embedding模型的中文向量效果测试
YongGuCheng/evaluate
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
YongGuCheng/FlagAI
FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.
YongGuCheng/flash-attention
Fast and memory-efficient exact attention
YongGuCheng/hai-platform
一种以任务级分时调度GPU算力的高性能深度学习训练平台
YongGuCheng/HugNLP
HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
YongGuCheng/langchain-ray
Examples on how to use LangChain and Ray
YongGuCheng/llama_index
LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.
YongGuCheng/make-a-video-pytorch
Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch
YongGuCheng/mlflow
Open source platform for the machine learning lifecycle
YongGuCheng/pytriton
PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
YongGuCheng/ray-on-gke
YongGuCheng/RefGPT
YongGuCheng/scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
YongGuCheng/sd-prompt-translator
Stable Diffusion extension for prompt translation
YongGuCheng/sd-webui-prompt-all-in-one
This is an extension based on sd-webui, aimed at improving the user experience of the prompt/negative prompt input box. It has a more intuitive and powerful input interface function, and provides automatic translation, history record, and bookmarking functions. 这是一个基于 sd-webui 的扩展,旨在提高提示词/反向提示词输入框的使用体验。它拥有更直观、强大的输入界面功能,它提供了自动翻译、历史记录和收藏等功能。
YongGuCheng/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
YongGuCheng/text-generation-inference
Large Language Model Text Generation Inference
YongGuCheng/xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.