Repositories tagged with "kubeflow"
kubeflow
โMachine Learning Toolkit for Kubernetesโ
kserve
โStandardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetesโ
cube-studio
tencentmusic
โcube studioๅผๆบไบๅ็ไธ็ซๅผๆบๅจๅญฆไน /ๆทฑๅบฆๅญฆไน /ๅคงๆจกๅAIๅนณๅฐ๏ผmlops็ฎๆณ้พ่ทฏๅ จๆต็จ๏ผ็ฎๅ็ง่ตๅนณๅฐ๏ผnotebookๅจ็บฟๅผๅ๏ผๆๆๆฝไปปๅกๆตpipeline็ผๆ๏ผๅคๆบๅคๅกๅๅธๅผ่ฎญ็ป๏ผ่ถ ๅๆ็ดข๏ผๆจ็ๆๅกVGPU่ๆๅ๏ผ่พน็ผ่ฎก็ฎ๏ผๆ ๆณจๅนณๅฐ่ชๅจๅๆ ๆณจ๏ผdeepseek็ญๅคงๆจกๅsftๅพฎ่ฐ/ๅฅๅฑๆจกๅ/ๅผบๅๅญฆไน ่ฎญ็ป๏ผvllm/ollama/mindieๅคงๆจกๅๅคๆบๆจ็๏ผ็งๆ็ฅ่ฏๅบ๏ผAIๆจกๅๅธๅบ๏ผๆฏๆๅฝไบงcpu/gpu/npu ๆ่ พ็ๆ๏ผๆฏๆRDMA๏ผๆฏๆpytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano็ญๅๅธๅผโ
Production-Level-Deep-Learning
alirezadir
โA guideline for building practical production-level deep learning systems to be deployed in real world applications. โ
pipelines
โMachine Learning Pipelines for Kubeflowโ
trainer
โDistributed AI Model Training and LLM Fine-Tuning on Kubernetesโ
elyra
elyra-ai
โElyra extends JupyterLab with an AI centric approach.โ
katib
โAutomated Machine Learning on Kubernetesโ
community-distribution
โKubeflow Community Distributionโ
couler
couler-proj
โUnified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.โ
data-on-eks
awslabs
โDoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKSโ
arena
โA CLI for Kubeflow. โ
kale
โKubeflowโs superfood for Data Scientistsโ
mpi-operator
โKubernetes Operator for MPI-based applications (distributed training, HPC, etc.)โ
distributed-ml-patterns
terrytangyuan
โDistributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zoโ
deployKF
โdeployKF builds machine learning platforms on Kubernetes. We combine the best of Kubeflow, Airflowโ , and MLflowโ into a complete platform.โ
mlops-platforms
thoughtworks
โCompare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...โ
Awesome-MLOPS
Pythondeveloper6
โAll the available resources to master MLOPS from scratch โ
