dohnuts
Dohnuts builds small multimodal models for direct decisions. -> System One model
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GITHUB · launched Sep 21, 2026 · 28 upvotes (top 29%) · 0 views
Niche: multimodal ai platforms and tools · 215 launches, 16 in the last 7 days ▼ -47% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- B2B
- AI-native
- Commercial product
- decision-model
- jev
- laya
- llm
- lora
- rlcd
- +2 more
Visit website ↗ Source listing ↗
More like this: all 215 launches in multimodal ai platforms and tools →
Could you build this?
No Dohnuts builds and trains custom small multimodal neural networks (e.g., 0.8B parameter models) designed for single-pass multi-criteria decision classification via novel training methods (like RLCD). Training custom foundation/decision multimodal models requires deep ML research expertise, curated training datasets, and dedicated GPU training clusters.
What it would actually take: Building this requires deep PyTorch/JAX model architecture design, multimodal tokenization/embedding pipelines, and specialized pre-training and fine-tuning datasets formatted for multi-head classification. A team of ML researchers must implement custom loss functions, RL/RLCD training regimes, and model quantization (e.g., ONNX, TensorRT, vLLM/llama.cpp) for low-latency consumer GPU inference.
Competitors
Other products that read as similar to this one : 3257 launches clear the similarity bar, closest 8 shown.
Attention rank: #932 of 3258 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- My Name is Riemann Prerelease · ph · 2026-11-04 · 2 upvotes · similarity 0.66
- Valen · github · 2026-09-23 · 317 upvotes · similarity 0.63
- OmniJev · github · 2026-09-22 · 16 upvotes · similarity 0.63
- von · github · 2026-09-18 · 455 upvotes · similarity 0.63
- lev · github · 2026-09-25 · 14 upvotes · similarity 0.63
- Jeva · github · 2026-10-12 · 83 upvotes · similarity 0.62
- SystemOneHarness · github · 2026-09-19 · 143 upvotes · similarity 0.62
- decisionformer · github · 2026-10-22 · 37 upvotes · similarity 0.62
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.