Dr. Yong CHENG's repositories
awesome-distributed-ml
A curated list of awesome projects and papers for distributed training or inference
awesome-instruction-dataset
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
baichuan-7B
A large-scale 7B pretraining language model developed by BaiChuan-Inc.
bitsandbytes
8-bit CUDA functions for PyTorch
blog
Public repo for HF blog posts
ChatAlpaca
A Multi-Turn Dialogue Corpus based on Alpaca Instructions
chatgpt-retrieval-plugin
The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.
DecryptPrompt
总结Prompt&LLM论文,开源数据&模型,AIGC应用
determined
Determined: Deep Learning Training Platform
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)
embedding_model_test
基于开源embedding模型的中文向量效果测试
evaluate
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
FlagAI
FlagAI (Fast LArge-scale General AI models) is a fast, easy-to-use and extensible toolkit for large-scale model.
flash-attention
Fast and memory-efficient exact attention
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
HugNLP
HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
langchain-ray
Examples on how to use LangChain and Ray
llama_index
LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.
make-a-video-pytorch
Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch
mlflow
Open source platform for the machine learning lifecycle
pytriton
PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
sd-prompt-translator
Stable Diffusion extension for prompt translation
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。
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
text-generation-inference
Large Language Model Text Generation Inference
xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.