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stas00 /ml-engineering

Machine Learning Engineering Open Book

training machine-learning ai scalability transformers slurm inference pytorch machine-learning-engineering mlops large-language-models llm

UpdatedJul 18, 2025
Python

SchedMD /slurm

Slurm: A Highly Scalable Workload Manager

slurm slurm-job-scheduler slurm-workload-manager

UpdatedJul 18, 2025
C

nextflow

nextflow-io /nextflow

A DSL for data-driven computational pipelines

docker groovy hello aws cloud bioinformatics pipeline nextflow hpc reproducible-research workflow-engine slurm pipeline-framework sge singularity reproducible-science dataflow singularity-containers

UpdatedJul 18, 2025
Groovy

dstackai /dstack

dstack is an open-source container orchestrator that simplifies workload orchestration and drives GPU utilization for ML teams. It works with any GPU cloud, on-prem cluster, or accelerated hardware.

python training docker kubernetes machine-learning cloud amd containers gpu slurm inference orchestration nvidia k8s fine-tuning llms

UpdatedJul 18, 2025
Python

facebookincubator /submitit

Python 3.8+ toolbox for submitting jobs to Slurm

python slurm clusters

UpdatedMay 21, 2025
Python

DataBiosphere /toil

A scalable, efficient, cross-platform (Linux/macOS) and easy-to-use workflow engine in pure Python.

python kubernetes aws workflow pipeline slurm mesos wdl common-workflow-language gridengine cwl workflow-description-language

UpdatedJul 17, 2025
Python

PySlurm /pyslurm

Python Interface to Slurm

python hpc cluster cython slurm

UpdatedJul 18, 2025
Cython

rackslab /Slurm-web

Open source web interface for Slurm HPC & AI clusters

ai dashboard hpc slurm webui

UpdatedJul 9, 2025
Python

LambdaLabsML /distributed-training-guide

Best practices & guides on how to write distributed pytorch training code

gpu cluster mpi cuda slurm pytorch sharding kuberentes distributed-training nccl gpu-cluster deepspeed fsdp lambdalabs

UpdatedFeb 24, 2025
Python

pipefunc

pipefunc /pipefunc

Lightweight fast function pipeline (DAG) creation in pure Python for scientific workflows 🕸️🧪

hpc reproducible-research workflow-engine parallel-computing slurm pipelines pipeline-framework dag

UpdatedJul 18, 2025
Python

giovtorres /slurm-docker-cluster

A Slurm cluster using docker-compose

docker-compose hpc slurm slurm-cluster

UpdatedJul 17, 2025
Dockerfile

pytorch /torchx

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

python kubernetes components machine-learning airflow deep-learning slurm pipelines pytorch ray aws-batch distributed-training

UpdatedJul 17, 2025
Python

justanhduc /task-spooler

A scheduler for GPU/CPU tasks

c linux debian cpp makefile job-scheduler slurm-job slurm slurm-job-scheduler gpu-support task-spooler

UpdatedMar 6, 2024
C

elasticluster /elasticluster

Create clusters of VMs on the cloud and configure them with Ansible.

python ansible cloud spark hadoop ec2 hpc azure clustering cluster gcp slurm gridengine

UpdatedSep 11, 2023
Python

Azure /batch-shipyard

Simplify HPC and Batch workloads on Azure

docker serverless hpc azure containers gpu mpi slurm nfs singularity azure-batch azure-functions glusterfs rdma infiniband batch-processing windows-containers

UpdatedMar 20, 2023
Python

omnia

dell /omnia

An open-source toolkit for deploying and managing high performance clusters for HPC, AI, and data analytics workloads.

kubernetes ansible hpc slurm ansible-playbooks hpc-clusters dell-emc k8s-cluster slurm-cluster dellemc

UpdatedJul 18, 2025
YAML

zhenrong-wang /hpc-now

A Cross-Platform, Multi-Cloud High-Performance Computing Platform

c linux aws devops cloud hpc azure terraform cluster scripts google-cloud slurm baiduyun aliyun tencent-cloud huaweicloud opentofu

UpdatedJan 27, 2025
C

vpenso /prometheus-slurm-exporter

Prometheus exporter for performance metrics from Slurm.

slurm prometheus-exporter

UpdatedJun 20, 2024
Go

soperator

nebius /soperator

Run Slurm in Kubernetes

kubernetes machine-learning hpc ml slurm high-performance-computing k8s model-training k8s-operator

UpdatedJul 18, 2025
Go

kabouzeid /turm

TUI for the Slurm Workload Manager

rust terminal slurm tui tui-rs

UpdatedJun 28, 2025
Rust

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