peiniliu

argo-cd

Declarative continuous deployment for Kubernetes.

argo-combined-demo

argo-events

Event-driven workflow automation framework

Code-Listings

Code Listings for the book: Optimization Algorithms. Manning Publications, 2024.

couler

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

devices

Device plugins for Volcano, e.g. GPU

inference

Reference implementations of inference benchmarks

k8s-ansible

利用 ansible 自动化安装 k8s-1.18.3 集群

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

volcano

A Kubernetes Native Batch System (Project under CNCF)

peiniliu/volcano

A Kubernetes Native Batch System (Project under CNCF)

peiniliu/Code-Listings

Code Listings for the book: Optimization Algorithms. Manning Publications, 2024.

peiniliu/devices

Device plugins for Volcano, e.g. GPU

peiniliu/couler

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

peiniliu/inference

Reference implementations of inference benchmarks

peiniliu/k8s-ansible

利用 ansible 自动化安装 k8s-1.18.3 集群

peiniliu/seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

peiniliu/cova-tuner

peiniliu/cpu-driver

Example DRA driver that developers can fork and modify to get them started writing their own.

peiniliu/CPU-Manager-for-Kubernetes

Kubernetes Core Manager for NFV workloads

peiniliu/k8s

k8s platform config

peiniliu/k8s-device-plugin

NVIDIA device plugin for Kubernetes

peiniliu/kepler-model-db

Repository containing up-to-date models to be used by the kepler-model-server

peiniliu/kepler-model-server

Model Server for Kepler

peiniliu/koordinator

A QoS-based scheduling system brings optimal layout and status to workloads such as microservices, web services, big data jobs, AI jobs, etc.

peiniliu/kube-prometheus

Use Prometheus to monitor Kubernetes and applications running on Kubernetes

peiniliu/kube-safe-scheduler

peiniliu/kubernetes

Production-Grade Container Scheduling and Management

peiniliu/llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

peiniliu/mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

peiniliu/mmdeploy

OpenMMLab Model Deployment Framework

peiniliu/mmdetection

OpenMMLab Detection Toolbox and Benchmark

peiniliu/mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

peiniliu/PerfKitBenchmarker

PerfKit Benchmarker (PKB) contains a set of benchmarks to measure and compare cloud offerings. The benchmarks use default settings to reflect what most users will see. PerfKit Benchmarker is licensed under the Apache 2 license terms. Please make sure to read, understand and agree to the terms of the LICENSE and CONTRIBUTING files before proceeding.

peiniliu/resource-exporter

Resource Exporter for volcano scheduling, e.g. NUMA-Aware scheduling.

peiniliu/scheduler-plugins

Repository for out-of-tree scheduler plugins based on scheduler framework.

peiniliu/serve

Serve, optimize and scale PyTorch models in production

peiniliu/serving

A flexible, high-performance serving system for machine learning models

peiniliu/TADIL

TADIL: Task-agnostic Domain Incremental Learning. Continual Learning approach to infer task ID with no supervision

peiniliu/tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators