nf12
Lossless compression of BF16 models to 12-bits
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GITHUB · launched Nov 6, 2026 · 30 upvotes (top 77%) · 0 views
Niche: file and data compression tools · 100 launches, 15 in the last 7 days ▲ +88% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 100 launches in file and data compression tools →
Could you build this?
No Lossless 12-bit compression of BF16 weights is a novel compression research problem that also needs high-performance GPU kernel work, which vibe coding alone can't supply.
What it would actually take: A real version needs an entropy-coding scheme tuned to BF16's exponent and mantissa distributions, validated for bit-exact losslessness across many models. It also needs fast GPU decode kernels, such as in CUDA or Triton, for inference use. Relevant expertise includes compression research and GPU performance engineering.
Competitors
Other products that read as similar to this one : 2242 launches clear the similarity bar, closest 8 shown.
Attention rank: #1729 of 2243 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 371 days after the earliest competitor.
- UltraCompress · hn · 2026-05-08 · 6 upvotes · similarity 0.69
- nibnib · github · 2026-10-30 · 150 upvotes · similarity 0.67
- winace-compression-suite · github · 2026-11-10 · 102 upvotes · similarity 0.63
- The Token Company: Intelligent compression for LLM context bloat · yc · 2026-03-03 · 26 upvotes · similarity 0.59
- FastLanes based integer compression in Zig · hn · 2025-12-01 · 12 upvotes · similarity 0.59
- GRACE · github · 2026-10-05 · 23 upvotes · similarity 0.59
- We compressed a 31B video+audio diffusion model to 14B, 6 steps, INT8 · hn · 2026-11-07 · 83 upvotes · similarity 0.58
- nntc · github · 2026-09-12 · 23 upvotes · similarity 0.58
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