OneJev
🚀🚀 A multimodal System One decision model that gives calibrated answers to typed questions about screens, photos, video and text in one forward pass.
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GITHUB · launched Sep 27, 2026 · 102 upvotes (top 8%) · 1 view
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
- calibration
- computer-use
- decision-model
- gui-agent
- huggingface
- jev
- +9 more
Visit website ↗ Source listing ↗
More like this: all 215 launches in multimodal ai platforms and tools →
Could you build this?
No Building custom multimodal decision models (ranging from 0.8B to 27B parameters) requires extensive ML research, massive video/screen/image datasets, and large-scale GPU training infrastructure.
What it would actually take: Training such a model requires a custom architecture based on Vision-Language Models (e.g., Qwen-VL or similar backbones) fine-tuned on custom task trajectories and multi-choice decision distributions using PyTorch and DeepSpeed/Megatron-LM. The primary challenge is curating hundreds of thousands of aligned multimodal interaction states and building an inference engine to extract calibrated logits in a single forward pass without autoregressive generation. Substantial capital and ML engineering expertise for multi-node GPU cluster training are strictly necessary.
Competitors
Other products that read as similar to this one : 943 launches clear the similarity bar, closest 8 shown.
Attention rank: #115 of 944 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 332 days after the earliest competitor.
- JEMM · github · 2026-09-26 · 9 upvotes · similarity 0.61
- Valen · github · 2026-09-23 · 317 upvotes · similarity 0.61
- reflex · github · 2026-09-17 · 101 upvotes · similarity 0.60
- dohnuts · github · 2026-09-21 · 28 upvotes · similarity 0.59
- jiffy · github · 2026-09-21 · 9 upvotes · similarity 0.58
- Multimodal-Web-Agent · github · 2026-09-15 · 11 upvotes · similarity 0.57
- OneSearch-VL · github · 2026-10-08 · 19 upvotes · similarity 0.56
- mojev · github · 2026-09-23 · 30 upvotes · similarity 0.55
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