leeeizhang Goto Github PK

active-learning-as-a-service

A scalable & efficient active learning/data selection system for everyone.

alpa

Training and serving large-scale neural networks with auto parallelization.

alpaca-lora

Instruct-tune LLaMA on consumer hardware

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-system-for-machine-learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

datahub-helm

Repository of helm charts for deploying DataHub on a Kubernetes cluster

english-writing

Enhance Your English Writing

federated-lifelong-person-reid

Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (FedSTIL)

fedweit

This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer

internevo

internlm

InternLM has open-sourced a 7 billion parameter base model, a chat model tailored for practical scenarios and the training system.

leeeizhang

magicdevil-example

The examples and use cases about Kafka, Spark, Flink, SpringBoot, etc. 组件及框架使用实例

magicdevilzhang.github.io

Ryan's blog for study & personal resources review. 技术栈文档

openllama2

DeepSpeed+Ray based LLaMA2 SFT/RLHF training framework

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

prometheus-kudu-exporter

High-availably monitor for Apache Kudu by Prometheus

st-reid-datasets

Person re-identification datasets across time & space for federated continual learning.

torchscene

Scene recognition tool based on pytorch. Provide training, test and deployment functions, as well as many pretrained models.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs