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LLM Attention Visualization

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HN · launched Sep 8, 2026 · 173 upvotes (top 4%) · 0 views

Niche: machine learning developer tools · 303 launches, 16 in the last 7 days ▼ -6% · Explore this niche →

Category and tags

  • Horizontal
  • Observability & eval
  • Developer
  • AI-native
  • Hobby / open-source project

Visit website ↗ Source listing ↗

Could you build this?

Yes Extracting transformer attention weights and rendering them as interactive web token highlights using WebGPU/Transformers.js or a small Python backend is standard educational web development.

Discussion

20 comments analyzed.

Competitors mentioned: transformer-circuits.pub attention visualizations, Google Images transformer attention formula depictions

Concerns raised: Animation plays too fast to examine attention states step by step, Pause button resets animation instead of pausing on Chromium/Linux, Attention visualization quality not always good for explanation, Early layer attention contributions may drown out later layers in summed view, Image attention visualizations have limitations

Feature requests: Pause/resume functionality that actually pauses rather than resets, Slow playback speed option (e.g., 0.25x), Single-step buttons to advance frame-by-frame, Controls to limit which layers get summed to reveal more patterns, Per-layer attention visualization toggle

Competitors

Other products that read as similar to this one : 1563 launches clear the similarity bar, closest 8 shown.

Attention rank: #70 of 1564 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 314 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.