File size: 1,157 Bytes
036970a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 | {
"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."
]
}
|