{"schema":"hottub-news/story/v1","story":"st_buikehllrqqoauoj6ohq","title":"Cloudflare tries to outplay Jev with open-weight Clef models","title_en":null,"outlets":2,"brief":null,"page":"https://hottub.news/stories/cloudflare-tries-to-outplay-jev-with-open-weight-clef-models-buikehllrq","count":2,"items":[{"id":"n_dmcpx3zhlaldzw46p3rq","seq":1227880,"kind":"community","title":"Cloudflare Tries to Outplay Jev With Open-Weight Clef Models","url":"https://tech.slashdot.org/story/26/10/01/2110250/cloudflare-tries-to-outplay-jev-with-open-weight-clef-models","summary":"Cloudflare has launched two open-weight decision models, Clef and Clef-flash, designed for structured yes/no, multiple-choice, and ranking tasks while also supporting images, video, and up to a 64K context window. Cloudflare says its models outperform TypeSafe's Jev on several benchmarks and can run locally from Hugging Face. The Register reports: For starters, Clef has an LLM backbone. According to Cloudflare, Clef uses specially post-trained, frozen versions of Qwen3.8-27B…","published":"2026-10-01T22:00:00Z","seen":"2026-10-01T22:27:56Z","lang":"en","source":{"id":"slashdot","name":"Slashdot","domain":"slashdot.org","outlet":{"wikidata":"Q59083","name":"Slashdot","type":"website","designations":["social news website","website"]}},"via":"slashdot","topics":["technology"],"authors":["BeauHD"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"},{"id":"Q141523709","name":"Jev","type":"person"}],"story":"st_buikehllrqqoauoj6ohq","category":"science-technology","category_p":0.46000000834465027,"sentiment":"neutral","tone":-0.2199999988079071,"political":0.12999999523162842},{"id":"n_buikehllrqqoauoj6ohq","seq":1220195,"kind":"article","title":"Cloudflare tries to outplay Jev with open-weight Clef models","url":"https://www.theregister.com/ai-and-ml/2026/10/01/cloudflare-tries-to-outplay-jev-with-open-weight-clef-models/5300649","summary":"Sure, it costs more, but it can handle images and video and it's available on Hugging Face if you have the hardware horsepower to run it locally","published":"2026-10-01T20:39:49Z","seen":"2026-10-01T21:26:40Z","lang":"en","country":"GB","source":{"id":"the-register-science","name":"The Register — science","domain":"theregister.com","outlet":{"wikidata":"Q1363733","name":"The Register","type":"website","country":"GB","designations":["website"]}},"via":"the-register-science","topics":["space","science","ai and ml"],"entities":[{"id":"Q4778915","name":"Cloudflare","type":"org"},{"id":"Q141523709","name":"Jev","type":"person"}],"image":"https://image.theregister.com/?imageId=5300666&width=800","mentions":2,"story":"st_buikehllrqqoauoj6ohq","category":"science-technology","category_p":0.5199999809265137,"sentiment":"neutral","tone":-0.14000000059604645,"political":0.14000000059604645}]}