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wzb_tools_5d_parallel

XY-Train 5D weight sharding and communication visualization, with VPS deployment workflow.

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GITHUB · launched Nov 2, 2026 · 17 upvotes (top 92%) · 0 views

Niche: distributed systems frameworks · 62 launches, 2 in the last 7 days ▼ -78% · Explore this niche →

Category and tags

  • Horizontal
  • Model & infra
  • Developer
  • AI feature
  • Hobby / open-source project

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Could you build this?

Yes It is an interactive visualizer and calculator for tensor, pipeline, and data parallel sharding, plus a deployment script. Building it needs knowledge of distributed training, but no novel infrastructure.

Competitors

Other products that read as similar to this one : 4293 launches clear the similarity bar, closest 8 shown.

Attention rank: #3974 of 4294 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 368 days after the earliest competitor.

  • xdos · github · 2026-11-07 · 38 upvotes · similarity 0.59
  • Dissecting-GPU-Communication-Experiments · github · 2026-09-30 · 10 upvotes · similarity 0.56
  • xentop-ng · github · 2026-09-30 · 17 upvotes · similarity 0.56
  • Zeroboot · hn · 2026-03-17 · 20 upvotes · similarity 0.56
  • nvidia · github · 2026-10-01 · 14 upvotes · similarity 0.54
  • armada · github · 2026-10-07 · 56 upvotes · similarity 0.54
  • ZSvirt · hn · 2026-09-02 · 72 upvotes · similarity 0.54
  • lanflow-diagram-studio · github · 2026-11-10 · 102 upvotes · similarity 0.54

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.