arxiv:2607.04581
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tardellirs
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updated a Space about 3 hours ago
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Crivo-150M is now on the Pareto frontier of the Decision Index 🎯
Scored by the maintainers on the private tests: Full 22.21, the best of all submissions at or below 150M and higher than every model below 0.75B, including models up to 4× its size. Median latency on the board's GPU: 13 ms.
It is a 149M typed-decision encoder (Ettin / ModernBERT): a state plus choice, noul or score questions in, a probability for every option out, in one forward pass. Trained on open data only.
Next: tasks from new domains, the weak spot of every small encoder on the board.
https://huggingface.co/tardellirs/crivo-150m
https://huggingface.co/spaces/multimodalart/jev-decision-index
Thanks to @multimodalart for the Decision Index and its open kit, @orionweller and the Ettin team, @tomaarsen for the Ettin rerankers, @hotchpotch for the Bekko System One data and @sileod for tasksource.Organizations
