Felix Altenberger

ML Engineer at @zenml_io. Talking about #MLOps, #ML, #ComputerVision.

[Felix Altenberger @FelixA9r]

@htahir111 Cool!

[Felix Altenberger @FelixA9r]

@code Nice, finally it's in stable VSCode, highly appreciated! 🙏

[Felix Altenberger @FelixA9r]

AFAIK this is the first and only tool that lets you spin up an entire MLOps infrastructure stack (incl. KubeFlow on a scalable Kubernetes cluster) in the cloud without requiring any own GCP/AWS/... projects, totally free of charge 🤯

This will make it mu…https://t.co/P1fwZQBpYD

[Hugging Face @huggingface]

We just released Transformers' boldest feature: Transformers Agents.

This removes the barrier of entry to machine learning

Control 100,000+ HF models by talking to Transformers and Diffusers

Fully multimodal agent: text, images, video, audio, docs...🌎

https://t.co/OILVxIX44I

[Felix Altenberger @FelixA9r]

Leaked Google Document on Open-Source LLMs 💡

Really interesting read and, incidentally, the best overview of open-source LLM developments I have seen so far. Do check it out!

#ml #llm #opensource https://t.co/JDa3q7464C

[Felix Altenberger @FelixA9r]

So apparently LLMs can do science experiments now 🤯

"[...] In this paper, we present an Intelligent Agent system that combines multiple large language models for autonomous design, planning, and execution of scientific experiments. We showcase the Agent…https://t.co/mKF7hGJYZT

[Felix Altenberger @FelixA9r]

🎉 Say Hi to the ZenML Hub! 🙌

Our latest innovation in our open-source MLOps framework ZenML simplifies collaboration and promotes reusable component creation for ML pipelines.

ZenML Hub Highlights:
🚀 Kickstart your projects w…https://t.co/Ri7PV6909Z https://t.co/tE3rEYf5Z9

[Felix Altenberger @FelixA9r]

💡 Build a LLM chatbot with domain expertise💡

ChatGPT and other LLMs are the talk of the town, and for a good reason! We are currently witnessing the beginning of what could be the most significant technological shift of the decade. ChatGPT alone is alr…https://t.co/R112XVj6NS

[Felix Altenberger @FelixA9r]

ZenML 0.30.0 is out 🎉

✅ Native M1 Mac Support
✅ Python 3.10 (and 3.11) support
✅ Slimmer Dependencies

You will also feel a significant speed boost when running locally. Go give it a try! 🔥 🔥 🔥 https://t.co/4R3P7prbHu

[Felix Altenberger @FelixA9r]

MLOps Workshop in Munich Today 🚀

You're based in Munich and interested in MLOps? Then join the https://t.co/XWhxDgPD55 AI Academy workshop today where I will show you how to turn your ML experiments into production-grade ML pipel…https://t.co/9YDvHRBc7n https://t.co/NthclEYIXJ

[Felix Altenberger @FelixA9r]

How to turn PyTorch code into proper ML pipelines?

In today's ZenML community hour, I will show you in less than 30mins how to do exactly that. We will convert existing PyTorch code into a ZenML pipeline and add experiment trackin…https://t.co/lhkj9pmwFr https://t.co/639VuZy7jf

[ZenML @zenml_io]

🛠️ We're kicking off the #Hacktober ⚗️

First, on Wednesday we will unveil the brand-new ZenML in our extended community hour at 5 pm CET / 8 am PST / 8:30 pm IST.

What will we present?

👩‍🏫 Dashboard
⛅ ZenServer

-> register: https://t.co/m5Umb23HY9

#opensource #MLOps

[Eckler ✦ @daniel_eckler]

Stable Diffusion is only 30 days old…
a MEGA THREAD 🧵 on its rapid rise.

[Felix Altenberger @FelixA9r]

Generate AI Art for Free 🤖🧠🖼

If you're interested in generating artworks with AI, now is the time! Here's a list of some of my favourite free resources:

❤️ Jina AI's DiscoArt:
DiscoArt is an awesome open-source implementation…https://t.co/vmpaAQdUjp https://t.co/K8fvd2EVnz

[Felix Altenberger @FelixA9r]

What an incredible journey! Presize was acquired by Meta (Facebook) and will now roll out our tech to billions of users 🚀 🔥 🙌

Big kudos to the entire Presize team for making this happen! Together, we built a truly fantastic product that will now impro…https://t.co/Xnl1ZpfxSz

[Felix Altenberger @FelixA9r]

Research progress on Neural Radiance Fields (NeRFs) has been absolutely mindblowing recently 🤯

Especially with papers like InstantNeRF and MobileNeRF (links in the comments), I expect there will be a lot of StartUps popping up soon that bring 3D reconst…https://t.co/Fn0WIb7QNv

[Felix Altenberger @FelixA9r]

Research progress on Neural Radiance Fields (NeRFs) has been absolutely mindblowing recently 🤯

Especially with papers like InstantNeRF and MobileNeRF (links in the comments), I expect there will be a lot of StartUps popping up soon that bring 3D reconst…https://t.co/jQXWekUHIn

[Felix Altenberger @FelixA9r]

🧑‍🎓 Learn about MLOps Tools from ZenML Docs 📖

Curious about what different categories of MLOps tools there are? We just published a new version of our docs where we describe the different categories of MLOps tools in quite some detail and show how to…https://t.co/bpm4NI7JFL

[Felix Altenberger @FelixA9r]

💡 Awesome MLOps Survey 💡

There's a new paper on MLOps that has been getting a lot of hype recently, and for good reason! IMO this is the most comprehensive MLOps survey I've seen so far!

In particular, the survey identified the…https://t.co/3CZiZRxNtN https://t.co/iUALjha2IZ

[Felix Altenberger @FelixA9r]

🏃‍♂️ ​Run production ML workflows natively on Kubernetes 🛳️

Very happy to share what I have been working on over at ZenML during the last few weeks: A Kubernetes-native ML orchestrator!

✅​ Each step of an ML pipeline is executed in a separate k8s pod,…https://t.co/y4nk91wzYp