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We beat Gemini Embedding 2 by training only 16M params (open weights)

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HN · launched Jul 10, 2026 · 7 upvotes (top 60%) · 0 views

Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →

Category and tags

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

Visit website ↗ Source listing ↗

Could you build this?

No This is machine learning research involving training cross-modal projection connectors between frozen vision-language models and audio encoders to achieve state-of-the-art embedding alignment.

What it would actually take: Building this requires designing a multimodal embedding architecture using PyTorch, contrastive learning objectives (InfoNCE), and curated multi-modal paired datasets (audio-text, audio-image). Training requires a multi-GPU compute cluster (A100/H100s) and deep expertise in representation learning, modality alignment, and embedding optimization (e.g., Matryoshka representations).

Discussion

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Competitors

Other products that read as similar to this one : 91 launches clear the similarity bar, closest 8 shown.

Attention rank: #45 of 92 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 237 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.