{"apiVersion":"v1","taxonomyVersion":1,"generatedAt":"2026-10-30T03:36:07.020Z","data":{"id":"wsa_nxq6xhj8m5t3","versionId":"ver_ByiL_CRh194r","versionNumber":3,"title":"bev-decider-0.4B","maker":"avbiswas","publisher":"avbiswas","summary":"bev-decider-0.4B is a 0.4B-parameter decision model that takes text or JSON states and typed questions, returning calibrated probabilities in one forward pass without text generation. Its weights are available as a downloadable package and can be used with the bev-decider library or local server.","utility":"Use it to classify, route, or score information against defined options, yes/no questions, or ordinal criteria.","classifications":{"developmentType":"model","capability":["analysis","extraction"],"modality":["text"],"access":["open weights","SDK","CLI"],"deployment":["on-device"],"pricing":["unknown"],"targetUser":["developer","researcher"]},"attributes":{"availability":"Model weights available on Hugging Face; bev-decider package provided for loading.","pricingModel":null,"deployment":"Runs on a laptop CPU or Apple Silicon.","privacy":null,"licence":"CC-BY-NC-4.0 (non-commercial); contains weights derived from Qwen3-0.6B, which is Apache-2.0."},"score":0.975,"confidence":"high","capped":false,"correctionState":"current","publicationState":"published","lowConfidence":false,"eligibleForDerivedResults":true,"publishedAt":"2026-09-28T15:58:42.000Z","collectedAt":"2026-09-30T08:24:22.182Z","lastVerifiedAt":"2026-10-30T00:14:43.907Z","versionEffectiveAt":"2026-10-30T00:14:43.907Z","taxonomyVersion":1,"rubricVersion":"evidence-rubric-1","jevVersion":"typesafe/jev-1.13-20260917","webUrl":"https://wowsuchai.withglint.app/records/wsa_nxq6xhj8m5t3"},"nextCursor":null,"license":{"catalog":{"name":"CC BY 4.0","spdx":"CC-BY-4.0","url":"https://creativecommons.org/licenses/by/4.0/","attribution":"wowsuchai","attributionUrl":"https://wowsuchai.withglint.app","covers":["catalog metadata","classifications","generated summaries","feed event metadata"]},"excluded":{"covers":["source quotations","linked source content"],"terms":"Not licensed by wowsuchai. Source quotations and linked source content keep their original rights."}}}