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Peini Liu's Projects

argo-cd icon argo-cd

Declarative continuous deployment for Kubernetes.

cloudsimpy icon cloudsimpy

CloudSimPy: Datacenter job scheduling simulation framework

code-listings icon code-listings

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

couler icon couler

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

cpu-driver icon cpu-driver

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

criu icon criu

Checkpoint/Restore tool

devices icon devices

Device plugins for Volcano, e.g. GPU

inference icon inference

Reference implementations of inference benchmarks

k8s icon k8s

k8s platform config

kepler-model-db icon kepler-model-db

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

koordinator icon koordinator

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

kube-batch icon kube-batch

A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

llama-recipes icon 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

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