{ "model_type": "hashed-logreg-v7-fasttext-student", "task": "multi-label text classification", "labels": [ "crypto", "tech" ], "inputs": { "post": "tweet/post text", "profile": "bio + display_name + username + professional_category + url" }, "artifacts": { "classifier": "text_classifier.json", "distillation_metrics": "distill_metrics.json", "distillation_thresholds": "recommended_thresholds_distillation.json", "full_run_manifest": "full_run_manifest.json" }, "recommended_thresholds": { "high_precision_full_run": { "post_crypto": 0.85, "post_tech": 0.9, "profile_crypto": 0.9, "profile_tech": 0.99 }, "distillation_tuned": { "post_crypto": 0.58, "post_tech": 0.44, "profile_crypto": 0.34, "profile_tech": 0.38 } }, "notes": [ "Rust-compatible hashed logistic-regression student distilled from a V7 fastText teacher.", "The production full-corpus run used the high_precision_full_run thresholds.", "Metrics in distill_metrics.json are proxy metrics against teacher/weak labels, not a final human-labeled benchmark." ] }