[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ftwa_8UmyNfiOjDTeUNpem5-6jVlbwJq0KxXvo7WoARk":3},{"model":4,"providerPool":46},{"id":5,"name":6,"slug":7,"provider":8,"family":9,"variant":10,"description":11,"url":12,"openWeights":13,"license":14,"parameters":15,"contextWindow":16,"modalities":17,"modalitiesOut":19,"releasedAt":20,"status":23,"reasoningControl":24,"toolCall":13,"hf":25,"articles":44,"createdAt":45},"entity_01m2rym62me00vnm0ssnfybqge","Needle 3","needle-3","Cactus Compute","Needle","3","A 121M-parameter open model for tool calling, structured extraction and text embedding on tiny devices. One set of weights ships as an intelligence ladder: every depth from 2 to 20 layers is a deployable model, an 8-29 MB CQ2-bit binary.","https:\u002F\u002Fcactuscompute.com\u002Fneedle",true,"Apache-2.0","121M",8192,[18],"text",[18],{"value":21,"precision":22},"2026-09-16","day","ga",[],{"fullName":26,"url":27,"downloads":28,"likes":29,"license":30,"pipelineTag":31,"tags":32,"lastModified":43},"Cactus-Compute\u002Fneedle3","https:\u002F\u002Fhuggingface.co\u002FCactus-Compute\u002Fneedle3",47,13,"apache-2.0","text-generation",[33,34,35,36,37,38,39,40,31,41,42],"cactus-needle","needle","tool-calling","function-calling","on-device","edge","quantization","webassembly","license:apache-2.0","region:us","2026-09-17T23:08:24.000Z",[],1789691304,[47,55],{"id":5,"name":6,"slug":7,"provider":8,"family":9,"variant":10,"description":11,"url":12,"openWeights":13,"license":14,"parameters":15,"contextWindow":16,"modalities":48,"modalitiesOut":49,"releasedAt":50,"status":23,"reasoningControl":51,"toolCall":13,"hf":52,"articles":54,"createdAt":45},[18],[18],{"value":21,"precision":22},[],{"fullName":26,"url":27,"downloads":28,"likes":29,"license":30,"pipelineTag":31,"tags":53,"lastModified":43},[33,34,35,36,37,38,39,40,31,41,42],[],{"id":56,"name":57,"slug":58,"provider":8,"family":9,"variant":59,"description":60,"url":12,"openWeights":13,"license":14,"parameters":61,"contextWindow":62,"modalities":63,"modalitiesOut":64,"releasedAt":65,"status":23,"reasoningControl":67,"toolCall":13,"hf":68,"company":76,"articles":81,"createdAt":82},"entity_01kzs5yg3nfantmwktneyeq6y9","Needle 2","needle-2","2","An open 45M-parameter model for tool calling, device use, and structured extraction. Needle 2 runs as a 14 MB binary in 28 MB of session RAM.","45M",256,[18],[18],{"value":66,"precision":22},"2026-08-11",[],{"fullName":69,"url":70,"downloads":71,"likes":72,"license":30,"pipelineTag":31,"tags":73,"lastModified":75},"Cactus-Compute\u002Fneedle2","https:\u002F\u002Fhuggingface.co\u002FCactus-Compute\u002Fneedle2",55312,296,[33,34,35,36,37,38,39,40,31,74,41,42],"arxiv:2607.18363","2026-09-03T09:49:08.000Z",{"id":77,"name":8,"slug":78,"url":79,"bio":80,"githubOrg":78},"entity_01kzs5zee0fantmwn5ff5a5en7","cactus-compute","https:\u002F\u002Fcactuscompute.com","On-device AI with cloud fallback. Cactus post-trains models to know when they are wrong and hand off to frontier cloud models — cutting inference costs up to 5x.",[],1786477756]