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[2025-03-26 20:51] ajaxdavis: looks more for engineers [2025-03-26 20:53] lisamegawatts: I was looking at lm deploy was not sure what scale you wanted [2025-03-26 20:53] lisamegawatts: https://github.com/InternLM/lmdeploy [2025-03-26 20:53] lisamegawatts: Not prompts but models [2025-03-26 20:54] lisamegawatts: Was thinking can tie vals to fine tunes for task, small models [2025-03-26 20:54] lisamegawatts: Train the joke one on r/dadjokes or something [2025-03-26 20:56] ajaxdavis: ``` ' - uuid: "463120755"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ' __description: "Optimize database queries"\n' + ' - uuid: "169602031"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ' __description: "Refactor legacy code"\n' + ' - uuid: "632089970"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ' __description: "Develop API endpoints"\n' + ' - uuid: "877043177"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ' __description: "Write unit tests"\n' + ' - uuid: "968168820"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ' __description: "Perform integration testing"\n' + ' - uuid: "460116789"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ' __description: "Debug production issues"\n' + ' - uuid: "246117560"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ' __description: "Deploy a software update"\n' + ' - uuid: "889342982"\n' + ' tags: []\n' + ' hours: 3\n' + ' owner_uuid: "581608593"\n' + ``` yeah one of the problems at work is i might have an array of 1000 activities described like the above. and i ask it to return all activities that could performed outdoors how can i get it return an array of uuids; - without hallunications - doesnt miss any - fast [2025-03-26 20:57] ajaxdavis: working on a bunch of solutions to make it more effective, just using 4o-mini as the model [2025-03-26 20:58] lisamegawatts: Seems like classification problem, might have less hallucination with dumber classifier? [2025-03-26 21:01] ajaxdavis: yep. which i am working on, having a database cache of classifications [2025-03-26 21:02] ajaxdavis: just a lot of data because the classification is arbitrary "find activities that are miserable for a manager to perform" "activities that would be good to be performed remote" [2025-03-26 21:03] ajaxdavis: might be a vector/graphdb or something