dohnuts
Dohnuts builds small multimodal models for direct decisions. -> System One model
Details
- External ID
- 1379133800
- Source
- GITHUB
- Company
- —
- Product
- dohnuts
- Website domain
- dohnuts.ai
- Launched
- Sept. 21, 2026
- Cohort
- —
- Upvotes
- 28
- Upvotes percentile
- 0.7065078145016653
- Tags
- decision-model, jev, laya, llm, lora, rlcd, system-one, typesafe
- Fetched at
- Sept. 25, 2026, 5:02 p.m.
- Updated at
- Sept. 25, 2026, 5:02 p.m.
Enrichment
- Theme
- embodied AI and robotics platforms
- Vertical
- Horizontal
- Function
- Model & infra
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- small multimodal models for fast decision making
- Manually corrected
- False
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 — 1394 launches clear the similarity bar, closest 8 shown.
Attention rank: #411 of 1395 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 327 days after the earliest competitor.
- Valen · github · 2026-09-23 · 317 upvotes · similarity 0.62
- OmniJev · github · 2026-09-22 · 16 upvotes · similarity 0.62
- von · github · 2026-09-18 · 455 upvotes · similarity 0.62
- lev · github · 2026-09-25 · 14 upvotes · similarity 0.61
- SystemOneHarness · github · 2026-09-19 · 143 upvotes · similarity 0.61
- OneJev · github · 2026-09-27 · 51 upvotes · similarity 0.58
- system1-agents · github · 2026-09-22 · 120 upvotes · similarity 0.58
- tachyroute · github · 2026-09-24 · 11 upvotes · similarity 0.57
Other launches for this product
- No other launches for this product.
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