🎛️Zachary is a brilliant instructor — laser-focused on helping us learn how AI pros truly work at scale.This course genuinely bridges the gap between academic theory and real-world distributed training. 🎛️What I’ll Apply Next 🔹 Build Expert Parallelism (MoE) from scratch using a small local GPU cluster — and later scale it up with cloud GPUs for training compact models. 🔹 Recreate parts of the OLMo-2 pre-training pipeline at a much smaller scale, at least up to a few checkpoints, to study the training dynamics hands-on. #ScratchToScale #Maven #DistributedTraining #DeepLearning #AI #LLMs #ZacharyMueller #MachineLearning #ScalingAI

New website is now live! The course, my newsletter, and the lightning lessons all can be accessed at scratchtoscale(.)tech, a one-stop-shop for everything distributed that I'm up to right now.

Here are some marketing tips for you! #FreeGyanFriday #QuirkItUp #ScratchtoScale #Marketing #DigitalMarketing #MarketingTips

As part of our re-launch, we’ve chosen to help Rubberfy, an eco friendly household product selling brand grow and expand on Twitter! @taherdhanera @rubberfystore #relaunch21 #QuirkItUp #ScaleItUp #ScratchToScale #solopreneur #smallbusiness #marketing #DigitalMarketing

What is common between SEOs and hippies? An affinity for any item which is organic. #QuirkItUp #ScratchToScale #ScaleItUp #marketing #DigitalMarketing #SEO #wittywednesday #relaunch21

“Content marketing is really like a first date. If all you do is talk about yourself, there won’t be a second one. “ ~ David Beebe #QuirkItUp #ScratchToScale #ScaleItUp #marketingagency #Marketing #DigitalMarketing #contentmarketing #MarketingTwitter #tickletuesday

Marketing is like an argument, everyone thinks they’re making a point 🤷🏻‍♀️ #QuirkItUp #ScratchToScale #ScaleItUp #marketingagency #Marketing #DigitalMarketing #MarketingTwitter #tickletuesday