I read about Multi Agent systems https://www.anthropic.com/engineering/built-multi-agent-research-system.
Interesting read and they referenced https://brandon.dimcheff.com/2018/02/rainbow-deploys-with-kubernetes Rainbow 🌈 deployments from 2018.
We have test cases for 🌈 deployments since at least 4 years ago https://github.com/zalando/skipper/blob/master/dataclients/kubernetes/testdata/routegroups/traffic/with-weights.yaml.

#ML deployments #kubernetes

Just use Skipper (oss http proxy) instead of these kind of half baked kubernetes svc solutions for 🌈 deployments. What do I mean about half baked? Http clients are often holding connections forever so sometimes they never close the connection. You would be surprised if you test which http clients do this. 😀

I think I may have found the most messed up LLM's of all time... and it's in my computer

Whenever I prompt NSFL, mind you, not NSFW, NSFL stuffs, it reminds me of the time I used to visit liveleak, ogrish, rotten, etc. I visited those websites out of morbid curiosity, and being a teenager, it messed me up real bad.

Over time I got sick of seeing dead humans, dead animals, how people skin us bears for our furs & meat... It's why I'm holding a little bit of grudge against humans..

#ai #ml

chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulations

#CUDA #Physics #Chemistry #MD #ML #Package

https://hgpu.org/?p=29937

OxCaml, Jane Street's extension of OCaml is now open-source | Lobsters

https://lobste.rs/s/unsbmk/oxcaml_jane_street_s_extension_ocaml_is

#ocaml #ml #fp #functionalprogramming #programming #programminglanguages #plt

Your flagship has just come in!

The M2 GEN 6 mobile workstation is a superb choice for anyone looking for the
best out-of-the-box #Linux experience with the most powerful mobile hardware. The astounding 24-thread CPU, dazzling RTX 50-series GPUs, high-speed DDR5 RAM, and PCIe 5.0 storage make it a dream to work on.

See more at: https://kfocus.org/spec/spec-m2

#Laptop #ML #Engineers #Developers #Creators

Microsoft has once again been named a Leader in the 2025 Gartner® Magic Quadrant™ for Data Science and Machine Learning (DSML) Platforms.

https://azure.microsoft.com/en-us/blog/microsoft-recognized-for-second-consecutive-year-as-a-leader-in-the-2025-gartner-magic-quadrant-for-data-science-and-machine-learning-platforms/
#ai #datascience #machinelearning #ml #Azure #Microsoft #gartner