Andrey Velichkevich
@andreyvelich.bsky.social
Kubeflow Steering Committee | Work at Apple
Kubeflow Trainer v2.1.0 is released!
⚡️ Stream in-memory tabular data to GPUs from distributed cache with zero-copy transfer
🔥 Fine-tune LLMs on #Kubernetes with MLX on CUDA – now easier than ever!
🧠 Topology Aware Scheduling with #Kueue or #Volcano – essential for GB200
bit.ly/4qO8iM1
⚡️ Stream in-memory tabular data to GPUs from distributed cache with zero-copy transfer
🔥 Fine-tune LLMs on #Kubernetes with MLX on CUDA – now easier than ever!
🧠 Topology Aware Scheduling with #Kueue or #Volcano – essential for GB200
bit.ly/4qO8iM1
#gb200 #gsoc #gsoc | Andrey Velichkevich
We have exciting news just in time of KubeCon + CloudNativeCon – Kubeflow Trainer v2.1.0 is available! This release brings powerful new features, performance boosts, and enhanced flexibility for large...
bit.ly
November 7, 2025 at 1:23 PM
Kubeflow Trainer v2.1.0 is released!
⚡️ Stream in-memory tabular data to GPUs from distributed cache with zero-copy transfer
🔥 Fine-tune LLMs on #Kubernetes with MLX on CUDA – now easier than ever!
🧠 Topology Aware Scheduling with #Kueue or #Volcano – essential for GB200
bit.ly/4qO8iM1
⚡️ Stream in-memory tabular data to GPUs from distributed cache with zero-copy transfer
🔥 Fine-tune LLMs on #Kubernetes with MLX on CUDA – now easier than ever!
🧠 Topology Aware Scheduling with #Kueue or #Volcano – essential for GB200
bit.ly/4qO8iM1
Kubeflow Trainer 2.0 is here 🚀
Built in collaboration with the #Kubernetes & #Kubeflow communities to make scalable AI model training easier than ever - with a Python SDK, resilient @pytorch.org support, LLM fine-tuning, gang scheduling, MPI runtimes & more.
blog.kubeflow.org/trainer/intro/
Built in collaboration with the #Kubernetes & #Kubeflow communities to make scalable AI model training easier than ever - with a Python SDK, resilient @pytorch.org support, LLM fine-tuning, gang scheduling, MPI runtimes & more.
blog.kubeflow.org/trainer/intro/
Democratizing AI Model Training on Kubernetes: Introducing Kubeflow Trainer V2
Running machine learning workloads on Kubernetes can be challenging. Distributed training and LLMs fine-tuning, in particular, involves managing multiple nodes, GPUs, large datasets, and fault toleran...
blog.kubeflow.org
July 21, 2025 at 5:46 PM
Kubeflow Trainer 2.0 is here 🚀
Built in collaboration with the #Kubernetes & #Kubeflow communities to make scalable AI model training easier than ever - with a Python SDK, resilient @pytorch.org support, LLM fine-tuning, gang scheduling, MPI runtimes & more.
blog.kubeflow.org/trainer/intro/
Built in collaboration with the #Kubernetes & #Kubeflow communities to make scalable AI model training easier than ever - with a Python SDK, resilient @pytorch.org support, LLM fine-tuning, gang scheduling, MPI runtimes & more.
blog.kubeflow.org/trainer/intro/
Want to see how we've made it super easy to perform distributed training for ML frameworks like MLX and DeepSpeed on #Kubernetes? Check out our talk tomorrow at 2pm: From High Performance Computing To AI Workloads on Kubernetes: MPI Runtime in Kubeflow TrainJob
sched.co/1tx9k
sched.co/1tx9k
KubeCon + CloudNativeCon Europe 2025: From High Performance Computing To AI Wo...
View more about this event at KubeCon + CloudNativeCon Europe 2025
sched.co
April 3, 2025 at 11:51 PM
Want to see how we've made it super easy to perform distributed training for ML frameworks like MLX and DeepSpeed on #Kubernetes? Check out our talk tomorrow at 2pm: From High Performance Computing To AI Workloads on Kubernetes: MPI Runtime in Kubeflow TrainJob
sched.co/1tx9k
sched.co/1tx9k
This #KubeCon + #CloudNativeCon 2025 in London promises to be an inspiring and insightful event.
Don’t miss these sessions to discover how we’re pushing the boundaries of innovation in Cloud Native AI/ML and #GenAI 🚀
sched.co/1tx9k
sched.co/1tcz0
sched.co/1u5fl
sched.co/1u5ii
Don’t miss these sessions to discover how we’re pushing the boundaries of innovation in Cloud Native AI/ML and #GenAI 🚀
sched.co/1tx9k
sched.co/1tcz0
sched.co/1u5fl
sched.co/1u5ii
March 27, 2025 at 12:07 PM
This #KubeCon + #CloudNativeCon 2025 in London promises to be an inspiring and insightful event.
Don’t miss these sessions to discover how we’re pushing the boundaries of innovation in Cloud Native AI/ML and #GenAI 🚀
sched.co/1tx9k
sched.co/1tcz0
sched.co/1u5fl
sched.co/1u5ii
Don’t miss these sessions to discover how we’re pushing the boundaries of innovation in Cloud Native AI/ML and #GenAI 🚀
sched.co/1tx9k
sched.co/1tcz0
sched.co/1u5fl
sched.co/1u5ii
Reposted by Andrey Velichkevich
🚀 New Kubeflow Python SDK Proposal! 🚀
We're working on a Kubeflow Python SDK to improve the user experience for data scientists & ML engineers.
More information can be found at: groups.google.com/g/kubeflow-d...
We need your feedback!
#Kubeflow #AI #ML #PythonSDK
We're working on a Kubeflow Python SDK to improve the user experience for data scientists & ML engineers.
More information can be found at: groups.google.com/g/kubeflow-d...
We need your feedback!
#Kubeflow #AI #ML #PythonSDK
[PROPOSAL] Kubeflow Python SDK
groups.google.com
February 4, 2025 at 4:34 PM
🚀 New Kubeflow Python SDK Proposal! 🚀
We're working on a Kubeflow Python SDK to improve the user experience for data scientists & ML engineers.
More information can be found at: groups.google.com/g/kubeflow-d...
We need your feedback!
#Kubeflow #AI #ML #PythonSDK
We're working on a Kubeflow Python SDK to improve the user experience for data scientists & ML engineers.
More information can be found at: groups.google.com/g/kubeflow-d...
We need your feedback!
#Kubeflow #AI #ML #PythonSDK
Truly inspiring to see a student I mentored during GSoC 2024 presenting at #KubeCon + #CloudNativeCon 🎉
Kubeflow is a fantastic opportunity for anyone looking to shape the future of AI and cloud native LLMOps - don’t miss out!
youtu.be/4myE0DPp6Ko
Kubeflow is a fantastic opportunity for anyone looking to shape the future of AI and cloud native LLMOps - don’t miss out!
youtu.be/4myE0DPp6Ko
Lightning Talk: Enhancing Hyperparameter Optimization with Advanced Parameter... - Shashank Mittal
YouTube video by CNCF [Cloud Native Computing Foundation]
youtu.be
February 3, 2025 at 2:10 PM
Truly inspiring to see a student I mentored during GSoC 2024 presenting at #KubeCon + #CloudNativeCon 🎉
Kubeflow is a fantastic opportunity for anyone looking to shape the future of AI and cloud native LLMOps - don’t miss out!
youtu.be/4myE0DPp6Ko
Kubeflow is a fantastic opportunity for anyone looking to shape the future of AI and cloud native LLMOps - don’t miss out!
youtu.be/4myE0DPp6Ko
Excited to introduce the new MPI Runtime in Kubeflow Trainer V2 at #KubeCon + #CloudNativeCon Europe.
We will showcase how it empowers ML frameworks like MLX, DeepSpeed, and NVIDIA NeMo to streamline distributed AI model development on #Kubernetes🚀
sched.co/1tx9k
#AIML #HPC @cncf.bsky.social
We will showcase how it empowers ML frameworks like MLX, DeepSpeed, and NVIDIA NeMo to streamline distributed AI model development on #Kubernetes🚀
sched.co/1tx9k
#AIML #HPC @cncf.bsky.social
KubeCon + CloudNativeCon Europe 2025: From High Performance Computing To AI Wo...
View more about this event at KubeCon + CloudNativeCon Europe 2025
sched.co
January 21, 2025 at 3:52 PM
Excited to introduce the new MPI Runtime in Kubeflow Trainer V2 at #KubeCon + #CloudNativeCon Europe.
We will showcase how it empowers ML frameworks like MLX, DeepSpeed, and NVIDIA NeMo to streamline distributed AI model development on #Kubernetes🚀
sched.co/1tx9k
#AIML #HPC @cncf.bsky.social
We will showcase how it empowers ML frameworks like MLX, DeepSpeed, and NVIDIA NeMo to streamline distributed AI model development on #Kubernetes🚀
sched.co/1tx9k
#AIML #HPC @cncf.bsky.social
Reposted by Andrey Velichkevich
🚀 Exciting news from the Kubeflow community!
Welcome Francisco Javier Arceo & Julius von Kohout to the Kubeflow Steering Committee! 🎉 Huge thanks to Mathew Wicks, Josh Bottum, & James Wu for their leadership & dedication. More information: groups.google.com/g/kubeflow-d...
#Kubeflow #OpenSource #AI
Welcome Francisco Javier Arceo & Julius von Kohout to the Kubeflow Steering Committee! 🎉 Huge thanks to Mathew Wicks, Josh Bottum, & James Wu for their leadership & dedication. More information: groups.google.com/g/kubeflow-d...
#Kubeflow #OpenSource #AI
Welcome to Our New Kubeflow Steering Committee Members
groups.google.com
January 13, 2025 at 5:39 PM
🚀 Exciting news from the Kubeflow community!
Welcome Francisco Javier Arceo & Julius von Kohout to the Kubeflow Steering Committee! 🎉 Huge thanks to Mathew Wicks, Josh Bottum, & James Wu for their leadership & dedication. More information: groups.google.com/g/kubeflow-d...
#Kubeflow #OpenSource #AI
Welcome Francisco Javier Arceo & Julius von Kohout to the Kubeflow Steering Committee! 🎉 Huge thanks to Mathew Wicks, Josh Bottum, & James Wu for their leadership & dedication. More information: groups.google.com/g/kubeflow-d...
#Kubeflow #OpenSource #AI
It is incredible to see what our team has accomplished externally over the past year. I am super proud to be part of this journey. More things to come in 2025!
🗣️Public talks: lnkd.in/ebbEUU8X
🌟 Leadership: lnkd.in/ew6GXcex
💻 OSS Contributions: lnkd.in/ei2j2wrk
🗣️Public talks: lnkd.in/ebbEUU8X
🌟 Leadership: lnkd.in/ew6GXcex
💻 OSS Contributions: lnkd.in/ei2j2wrk
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lnkd.in
January 6, 2025 at 2:57 PM
It is incredible to see what our team has accomplished externally over the past year. I am super proud to be part of this journey. More things to come in 2025!
🗣️Public talks: lnkd.in/ebbEUU8X
🌟 Leadership: lnkd.in/ew6GXcex
💻 OSS Contributions: lnkd.in/ei2j2wrk
🗣️Public talks: lnkd.in/ebbEUU8X
🌟 Leadership: lnkd.in/ew6GXcex
💻 OSS Contributions: lnkd.in/ei2j2wrk
I am excited to join the Program Committee for Kubeflow Summit, co-located with #KubeCon + #CloudNativeCon in London 2025, alongside @akgraner.bsky.social.
Have a story to share about #Kubeflow ecosystem and Cloud Native AI/ML? CFP is open by December 4th 🚀
bit.ly/4ib9S6a
Have a story to share about #Kubeflow ecosystem and Cloud Native AI/ML? CFP is open by December 4th 🚀
bit.ly/4ib9S6a
Kubeflow Summit | LF Events
Kubeflow is the MLOps platform of choice, used across the globe, by data scientists and machine learning engineers to develop and deploy models. It is a cloud-native application designed to run AI at…
bit.ly
November 27, 2024 at 7:54 PM
I am excited to join the Program Committee for Kubeflow Summit, co-located with #KubeCon + #CloudNativeCon in London 2025, alongside @akgraner.bsky.social.
Have a story to share about #Kubeflow ecosystem and Cloud Native AI/ML? CFP is open by December 4th 🚀
bit.ly/4ib9S6a
Have a story to share about #Kubeflow ecosystem and Cloud Native AI/ML? CFP is open by December 4th 🚀
bit.ly/4ib9S6a
Reposted by Andrey Velichkevich
📈 #KubeCon #CloudNativeCon London’s CFP hit record breaking with 2800+ submissions! This compares to 2541 for Paris, an 10%+ increase... may the odds be in everyone's favor for what looks to be a record breaking event! (book hotels early!) events.linuxfoundation.org/kubecon-clou...
KubeCon + CloudNativeCon Europe | LF Events
The Cloud Native Computing Foundation’s flagship conference gathers adopters and technologists from leading open source and cloud native communities.
events.linuxfoundation.org
November 25, 2024 at 3:50 PM
📈 #KubeCon #CloudNativeCon London’s CFP hit record breaking with 2800+ submissions! This compares to 2541 for Paris, an 10%+ increase... may the odds be in everyone's favor for what looks to be a record breaking event! (book hotels early!) events.linuxfoundation.org/kubecon-clou...
I shared the #Kubeflow 2024 highlights and future roadmap at the latest #CNCF WG AI meeting. The Kubeflow community has made incredible progress this year, driving the future of cloud native AI/ML on Kubernetes 🚀
Watch the recording: youtu.be/u4Mf3Jh8v2E?...
View the slides: bit.ly/4fEql19
Watch the recording: youtu.be/u4Mf3Jh8v2E?...
View the slides: bit.ly/4fEql19
Kubeflow Updates 2024
Kubeflow Updates 2024
bit.ly
November 23, 2024 at 1:36 AM
I shared the #Kubeflow 2024 highlights and future roadmap at the latest #CNCF WG AI meeting. The Kubeflow community has made incredible progress this year, driving the future of cloud native AI/ML on Kubernetes 🚀
Watch the recording: youtu.be/u4Mf3Jh8v2E?...
View the slides: bit.ly/4fEql19
Watch the recording: youtu.be/u4Mf3Jh8v2E?...
View the slides: bit.ly/4fEql19
This marks a significant milestone for the Kubeflow Community. Stay tuned for details on our upcoming Kubeflow Steering Committee Election 2024!
🚨 Kubeflow Steering Committee Elections are on! 🗳️ We're in the Exceptions Phase until Nov 24, 12 PM PT. Key dates: Nominations start Nov 25, Voting begins Dec 23. Details at: github.com/kubeflow/com... #Kubeflow #OpenSource
github.com
November 21, 2024 at 12:41 AM
This marks a significant milestone for the Kubeflow Community. Stay tuned for details on our upcoming Kubeflow Steering Committee Election 2024!
If you missed our session announcing the Kubeflow Training V2 at the #KubeCon + #CloudNativeCon NA, check out the recording. We showcased how we’ve made it effortless to fine-tune and train LLMs on Kubernetes.
More to come soon!🚀
youtu.be/Lgy4ir1AhYw
More to come soon!🚀
youtu.be/Lgy4ir1AhYw
Democratizing AI Model Training on Kubernetes with Kubeflow Train... Andrey Velichkevich & Yuki Iwai
YouTube video by CNCF [Cloud Native Computing Foundation]
youtu.be
November 20, 2024 at 7:57 PM
If you missed our session announcing the Kubeflow Training V2 at the #KubeCon + #CloudNativeCon NA, check out the recording. We showcased how we’ve made it effortless to fine-tune and train LLMs on Kubernetes.
More to come soon!🚀
youtu.be/Lgy4ir1AhYw
More to come soon!🚀
youtu.be/Lgy4ir1AhYw
Amazing article from the @cncf.bsky.social!
They asked professional developers about the usefulness of Batch and AI/ML compute technologies. It's great to see that more teams are adopting projects from the #Kubeflow ecosystem.
www.cncf.io/reports/cncf...
They asked professional developers about the usefulness of Batch and AI/ML compute technologies. It's great to see that more teams are adopting projects from the #Kubeflow ecosystem.
www.cncf.io/reports/cncf...
CNCF Technology Landscape Radar
The Q3 2024 CNCF Technology Landscape Radar examines the adoption and maturity of critical cloud native technologies – providing detailed insights into multicluster application management solutions…
www.cncf.io
November 16, 2024 at 9:38 PM
Amazing article from the @cncf.bsky.social!
They asked professional developers about the usefulness of Batch and AI/ML compute technologies. It's great to see that more teams are adopting projects from the #Kubeflow ecosystem.
www.cncf.io/reports/cncf...
They asked professional developers about the usefulness of Batch and AI/ML compute technologies. It's great to see that more teams are adopting projects from the #Kubeflow ecosystem.
www.cncf.io/reports/cncf...
I am super excited to present our latest updates on the Kubeflow Training V2 at the #KubeCon + #CloudNativeCon NA on November 14th 🎉
This milestone is the result of an incredible collaboration between the #Kubernetes Batch and #Kubeflow Training working groups. Don't miss it!
sched.co/1i7nV
This milestone is the result of an incredible collaboration between the #Kubernetes Batch and #Kubeflow Training working groups. Don't miss it!
sched.co/1i7nV
KubeCon + CloudNativeCon North America 2024: Democratizing AI Model Training on Kuber...
View more about this event at KubeCon + CloudNativeCon North America 2024
sched.co
November 12, 2024 at 4:22 PM
I am super excited to present our latest updates on the Kubeflow Training V2 at the #KubeCon + #CloudNativeCon NA on November 14th 🎉
This milestone is the result of an incredible collaboration between the #Kubernetes Batch and #Kubeflow Training working groups. Don't miss it!
sched.co/1i7nV
This milestone is the result of an incredible collaboration between the #Kubernetes Batch and #Kubeflow Training working groups. Don't miss it!
sched.co/1i7nV
Hi there, let's go back to 2010 👋
November 12, 2024 at 4:17 PM
Hi there, let's go back to 2010 👋