Clement POIRET
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int8.tech
Clement POIRET
@int8.tech
Ph.D. in Neuroimaging | AI/Computer Vision Researcher | Making training and inference more efficient | 🇲🇫 CTO & Startup Founder | Linux Aficionado
Awesome! I'm in 🥳
March 21, 2025 at 8:47 AM
Is it possible to come even if we are not going to CVPR?
March 21, 2025 at 8:27 AM
It's bad, but still better than Neptune or Comet 😅
February 6, 2025 at 5:45 PM
I was in the exact same situation. Few days ago I found comin, basically just a systemd service automatically checking for config changes in a git repo. Very useful on VPS!

github.com/nlewo/comin
GitHub - nlewo/comin: GitOps For NixOS Machines
GitOps For NixOS Machines. Contribute to nlewo/comin development by creating an account on GitHub.
github.com
November 29, 2024 at 7:38 AM
Awesome! Can't wait to try both. Thanks for your work and insights 👌
November 28, 2024 at 7:46 AM
Very insightful! Thanks a lot 👌
November 28, 2024 at 7:43 AM
Although I tested outputs against official implementations (when possible), things might be broken / not respecting best practices, etc. Feel free to report issues and contribute :)

github.com/clementpoire...
GitHub - clementpoiret/Equimo: Implementation of JAX Computer Vision Models
Implementation of JAX Computer Vision Models. Contribute to clementpoiret/Equimo development by creating an account on GitHub.
github.com
November 26, 2024 at 10:49 AM
What they don't mention is that bfloat16 casting introduces biases. It'd have been interesting to compare the impact of Stochastic Rounding on RoPE
November 25, 2024 at 11:31 AM
Quick tip to reduce storage costs: save your images in AVIF format. AVIF compression algorithm is way more performant than JPEG/PNG. It'll make a huge difference on the bill at this scale. Also, wasabi.com is great in terms of prices.
Home
With Wasabi, you pay only for what you store. Enjoy the freedom to access your data whenever you want, without fees for egress or API requests.
wasabi.com
November 23, 2024 at 11:08 AM
But there is definitely something to do here, your intuition looks good to me, having adaptive combinations of losses could definitely help
November 22, 2024 at 8:11 PM