Mark Boss

@markb_boss

I’m the Co-Head of 3D & Image at Stability AI with research interests in the intersection of machine learning and computer graphics

Germany

Joined July 2009

Mark Boss
@markb_boss
May 21
We released OCTOPUS 🐙 KV-cache compression using octahedral parametrization: rotate keys, group them into 3D triplets, encode each direction, and decode directly inside attention. Paper: arxiv.org/abs/2605.21226 Project Page: octopus-quant.github.io
arxiv.org
OCTOPUS: Optimized KV Cache for Transformers via Octahedral...
The key-value (KV) cache dominates memory bandwidth and footprint in long-context autoregressive inference. Recent rotation-preconditioned codecs (TurboQuant, PolarQuant) show that a structured...
Mark Boss
@markb_boss
Apr 10
Inspired by the excellent tev (github.com/Tom94/tev) I made a version for videos - especially with split views (Compare two videos), error vis, deep zooms (200x), HDR support. github.com/vork/Framewise
Mark Boss
@markb_boss
Mar 13
Current hobby: vibecoding tiny tools that eliminate annoying tasks. I open-sourced them in case they’re useful to others.
Mark Boss
@markb_boss
Nov 13, 2025
We’re hiring 3 researchers for the Stability AI 3D team — and with our new EA partnership, this is an absolutely massive opportunity. If you’re passionate about 3D, graphics, AI models, or VLMs consider applying below:
Mark Boss
@markb_boss
Oct 23, 2025
If you’ve been affected by the recent Meta layoffs and your work touches 3D, video, or image generation - please feel free to DM me. We’re hiring at @StabilityAI.