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ML-пайплайны в Kubernetes: от первой строки кода до автоскейлинга и за его пределами Ваша ML-модель работает в ноут...

#Kubernetes #MLOps #ML #pipeline #KServe #TFX #DVC #HPA #Prometheus #Grafana #DevOps

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Get started with consuming GPU-hosted large language models on Developer Sandbox | Red Hat Developer Learn the many ways you can interact with GPU-hosted large language models (LLMs) on Developer Sandbox, including connecting the model endpoints, interacting with the API endpoints using the hosted

Want to play with GPU enabled LLMs: You should read this: developers.redhat.com/learn/ai/get-started-con... #redhat #ai #LLMs #kserve #vllm

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Awakari App

Dropping ML model on k8s with KServe yo… so u trained a model, congrats. now it’s gotta, like, do stuff. putting a machine learning model on kubernetes Continue reading on Medium »

#cloud-computing #machine-learning #kubernetes-cluster #devops #kserve

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Original post on infoq.com

KubeCon NA 2025 - Erica Hughberg and Alexa Griffith on Tools for the Age of GenAI Generative AI technologies need to support new workloads, traffic patterns, and infrastructure demands and require ...

#Artificial #Intelligence #Kubernetes #KServe #Machine […]

[Original post on infoq.com]

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Original post on infoq.com

KubeCon NA 2025 - Erica Hughberg and Alexa Griffith on Tools for the Age of GenAI Generative AI technologies need to support new workloads, traffic patterns, and infrastructure demands and require ...

#Envoy #KubeCon #+ #CloudNativeCon #NA #2025 #API #Gateway […]

[Original post on infoq.com]

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Original post on infoq.com

KubeCon NA 2025 - Erica Hughberg and Alexa Griffith on Tools for the Age of GenAI Generative AI technologies need to support new workloads, traffic patterns, and infrastructure demands and require ...

#Machine #Learning #Artificial #Intelligence #Routing #API […]

[Original post on infoq.com]

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Red Hat AI | 3 | Red Hat Documentation Red Hat AI | 3 | Red Hat Documentation

Red Hat AI 3 is GA!

https://docs.redhat.com/en/documentation/red_hat_ai/3

#RedHat #RedHatAI #RHAIIS #OpenShift #OpenShiftAI #vLLM #KServe #Kubeflow #llmd #AI #GenAI #AIPlatform #OpenSource #OpenSourceAI

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Red Hat AI | 3 | Red Hat Documentation Red Hat AI | 3 | Red Hat Documentation

Red Hat AI 3 is GA!

docs.redhat.com/en/documenta...

#RedHat #RedHatAI #RHAIIS #OpenShift #OpenShiftAI #vLLM #KServe #Kubeflow #llmd #AI #GenAI #AIPlatform #OpenSource #OpenSourceAI

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KServe joins CNCF as an incubating project KServe, the leading standardized AI inference platform on Kubernetes, has been accepted as an incubating project by the Cloud Native Computing Foundation (CNCF).

KServe joins CNCF as an incubating project

www.redhat.com/en/blog/kserve-joins-cnc...

#RedHat #Kubernetes #OpenShift #OpenShiftAI #RedHatAI #CNCF #KServe #Inference #ModelServing

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KServe joins CNCF as an incubating project KServe, the leading standardized AI inference platform on Kubernetes, has been accepted as an incubating project by the Cloud Native Computing Foundation (CNCF).

KServe joins CNCF as an incubating project

www.redhat.com/en/blog/kser...

#RedHat #Kubernetes #OpenShift #OpenShiftAI #RedHatAI #CNCF #KServe #Inference #ModelServing

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Deploy Production Ready LLM in local using Kubernetes with KServe The Models often developed as POC are not production grade as they concentrate on the functionality while the same model deployed to…

Deploy Production Ready LLM in local using Kubernetes with KServe The Models often developed as POC are not production grade as they concentrate on the functionality while the same model deployed t...

#machine-learning #kserve #generative-ai-tools #llm #kubernetes

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[Incubation] KServe Incubation Application · Issue #1367 · cncf/toc KServe Incubation Application v1.5 This template provides the project with a framework to inform the TOC of their conformance to the Incubation Level Criteria. Project Repo(s): https://github.com/k...

#KServe, which is a standardized distributed generative and predictive AI Inference platform for scalable, multi-framework deployment on #Kubernetes, is now a #CNCF Incubating project. The vote for it passed yesterday: github.com/cncf/toc/iss...

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💙

#KServe #CNCF #OpenSource #ModelServing #AI #MLOps #CloudNative #Kubeflow #Kubernetes #k8s @kubefloworg.bsky.social

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#KubeCon #Keynote #K8s #CNCF #KServe @cncf.io @kubernetes.io Red Hat AI

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This is a big step for the KServe community, and we’re excited about the road ahead in making cloud-native model serving more accessible and production-ready for everyone.

#KServe #CNCF #OpenSource #ModelServing #AI #MLOps #CloudNative @cncf.io @kubernetes.io @kubefloworg.bsky.social

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Big thanks to everyone contributing code, reviews, and ideas — this integration is shaping up to be a game-changer for 𝗞𝘂𝗯𝗲𝗿𝗻𝗲𝘁𝗲𝘀-𝗻𝗮𝘁𝗶𝘃𝗲 𝗟𝗟𝗠 𝘀𝗲𝗿𝘃𝗶𝗻𝗴. Stay tuned for next release!

#KServe #llmd #GenerativeAI #MLOps #Kubernetes #ModelServing #AIInfrastructure

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My KubeCon Europe and AI Day sessions are available on YouTube! You can find the links here: github.com/terrytangyua...

#KubeCon #CloudNativeCon #CloudNative #Kubernetes #DevOps #MLOps #AI #K8s @kubernetes.io #KServe #Kubeflow @cncf.io

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Excited to share that I am speaking at KubeCon Europe in London next month! Looking forward to catching up with friends and collaborators!

You can find me at the following sessions 🧵

#KubeCon #CloudNativeCon #CloudNative #Kubernetes #DevOps #MLOps #AI #K8s @kubernetes.io #KServe #Kubeflow @cncf.io

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Get ready for KubeCon next week! Below are the three talks I'll be presenting! See you there and let's catch up!

#KubeCon #CloudNativeCon #CloudNative #Kubernetes #DevOps #MLOps #AI #K8s @kubernetes.io #KServe #Kubeflow

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Get ready for KubeCon next week! Below are the three talks I'll be presenting! See you there and let's catch up! #KubeCon #CloudNativeCon #CloudNative #Kubernetes #DevOps #MLOps #AI #K8s @CloudNativeFdn @kubernetesio @kubeflow #KServe

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AI/ML Innovation in the Kubernetes Ecosystem Recent innovations like the Model Registry, ModelCars feature, and TrustyAI are delivering manageability, speed, and accountability for AI/ML workloads.

We wrote an article that highlights some of the innovations and contributions we are bringing to the #CloudNative and #Kubernetes #AI and #ML ecosystem, including #KServe, #Kubeflow Model Registry, TrustyAI, and @kubernetes.io WG Serving initiatives. Check it out!

dzone.com/articles/ai-...

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Release v0.12.0-rc0 · kserve/kserve What's Changed Make storage initializer image configurable by @yuzisun in #3145 chore: Add design doc template links to feature request template by @ckadner in #3155 Increase pytest workers for ko...

🎄 Happy Holidays! KServe v0.12 release candidate is available! Try it out!

github.com/kserve/kserve/releases/t...

#KServe #kubernetes #MLOps #DevOps #CloudNative #Kubeflow #ModelServing #AI #MachineLearning @KnativeProject @LFAIDataFdn @CloudNativeFdn

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Release v0.12.0-rc0 · kserve/kserve What's Changed Make storage initializer image configurable by @yuzisun in #3145 chore: Add design doc template links to feature request template by @ckadner in #3155 Increase pytest workers for ko...

🎄 Happy Holidays! KServe v0.12 release candidate is available! Try it out!

github.com/kserve/kserve/releases/t...

#KServe #kubernetes #MLOps #DevOps #CloudNative #Kubeflow #ModelServing #AI #MachineLearning @KnativeProject @CloudNativeFdn

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