more useful than a plain model card when you want a quick read on what you're dealing with. probably most valuable for curiosity, debugging context, and avoiding obviously bad hardware choices.
modelmap
Interactive, animated architecture maps for any Hugging Face model with GPU fit visualization.
10 ratings3.60
Saves113
CategoryAI
PlatformWeb
PricingFree
modelmap provides interactive, animated architecture maps of machine learning models from Hugging Face, including information on whether the model fits on your GPU.
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CategoryAI
PlatformsWeb
PricingFree
AccountNot confirmed
ListedAugust 2026
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Around the Web
Show HN113 source points · 12 comments
extremely cool. I’ve had Claude walk model architectures to debug Loras and fine tunes, but this is delightful
mojosmojo · Imported from Show HN
Love it, I thought it only shows the "guts" of a model, turns out it also estimates the cost of serving that model.
alansml · Imported from Show HN
How are you generating the architecture graph from model configs, and do you plan to surface tensor shapes or layer-level parameter counts as well?
xms17189 · Imported from Show HN
Visually inspecting how a particular model is architected is quite interesting. Thank you for coming up with this!
Hacker_Yogi · Imported from Show HN