Download evaluation/report.json from roudone/Decider-4B: direct link, hf CLI and curl.
- Browser
- Download file 6.71 kB
-
https://huggingface.co/roudone/Decider-4B/resolve/main/evaluation/report.json
- Command line
-
hf download hf://roudone/Decider-4B/evaluation/report.json
-
curl -L -o report.json https://huggingface.co/roudone/Decider-4B/resolve/main/evaluation/report.json
6.71 kB
| { | |
| "dataset": "LocalLLaMA/typed-decisions", | |
| "split": "test", | |
| "selected_cases": 400, | |
| "successful_cases": 400, | |
| "failed_cases": 0, | |
| "scored_cases": 400, | |
| "overall": { | |
| "decisions": 2000, | |
| "correct": 1652, | |
| "accuracy": 0.826, | |
| "kl": 0.0803057449071361, | |
| "brier": 0.04295575756754636, | |
| "ece_15": 0.15975580646719287 | |
| }, | |
| "metric_notes": { | |
| "accuracy": "argmax prediction against the gold argmax label", | |
| "kl": "mean KL(gold || prediction), natural logarithm", | |
| "brier": "mean sum over classes of (prediction - soft gold)^2", | |
| "ece_15": "15 equal-width bins using top probability and hard argmax correctness" | |
| }, | |
| "latency_ms": { | |
| "p50": 106.56309803016484, | |
| "p95": 135.15076198382303 | |
| }, | |
| "scoring_errors": [], | |
| "by_workflow": { | |
| "agent_trace_observability": { | |
| "decisions": 500, | |
| "correct": 389, | |
| "accuracy": 0.778, | |
| "kl": 0.08059402466036933, | |
| "brier": 0.0463716026092487, | |
| "ece_15": 0.185638753939392 | |
| }, | |
| "customer_service": { | |
| "decisions": 500, | |
| "correct": 425, | |
| "accuracy": 0.85, | |
| "kl": 0.08023071358764519, | |
| "brier": 0.04071135055898889, | |
| "ece_15": 0.15487085697191613 | |
| }, | |
| "invoice_processing": { | |
| "decisions": 500, | |
| "correct": 429, | |
| "accuracy": 0.858, | |
| "kl": 0.09564322592504344, | |
| "brier": 0.05099897025345711, | |
| "ece_15": 0.09557565599617864 | |
| }, | |
| "security_incidents": { | |
| "decisions": 500, | |
| "correct": 409, | |
| "accuracy": 0.818, | |
| "kl": 0.06475501545548643, | |
| "brier": 0.033741106848490764, | |
| "ece_15": 0.20823487398337517 | |
| } | |
| }, | |
| "by_type": { | |
| "choice": { | |
| "decisions": 600, | |
| "correct": 478, | |
| "accuracy": 0.7966666666666666, | |
| "kl": 0.10667343256268746, | |
| "brier": 0.05479604004707588, | |
| "ece_15": 0.15765588434266006 | |
| }, | |
| "noul": { | |
| "decisions": 600, | |
| "correct": 527, | |
| "accuracy": 0.8783333333333333, | |
| "kl": 0.04097212613378347, | |
| "brier": 0.030015148967631963, | |
| "ece_15": 0.10459395721244316 | |
| }, | |
| "score": { | |
| "decisions": 800, | |
| "correct": 647, | |
| "accuracy": 0.80875, | |
| "kl": 0.09003019324548704, | |
| "brier": 0.04378100215783503, | |
| "ece_15": 0.20270213500165474 | |
| } | |
| }, | |
| "by_question": { | |
| "agent_trace_observability/action": { | |
| "decisions": 100, | |
| "correct": 72, | |
| "accuracy": 0.72, | |
| "kl": 0.08790775035944622, | |
| "brier": 0.045996883503236996, | |
| "ece_15": 0.1923458341441178 | |
| }, | |
| "agent_trace_observability/needs_review": { | |
| "decisions": 100, | |
| "correct": 90, | |
| "accuracy": 0.9, | |
| "kl": 0.033611987181820735, | |
| "brier": 0.02631921507244329, | |
| "ece_15": 0.17988898418843746 | |
| }, | |
| "agent_trace_observability/outcome": { | |
| "decisions": 100, | |
| "correct": 75, | |
| "accuracy": 0.75, | |
| "kl": 0.10884891853683683, | |
| "brier": 0.06128768621134422, | |
| "ece_15": 0.22472407297158692 | |
| }, | |
| "agent_trace_observability/risk": { | |
| "decisions": 100, | |
| "correct": 82, | |
| "accuracy": 0.82, | |
| "kl": 0.08616333697498625, | |
| "brier": 0.051944564727536655, | |
| "ece_15": 0.21548420564294987 | |
| }, | |
| "agent_trace_observability/urgency": { | |
| "decisions": 100, | |
| "correct": 70, | |
| "accuracy": 0.7, | |
| "kl": 0.0864381302487566, | |
| "brier": 0.04630966353168234, | |
| "ece_15": 0.17894596456783354 | |
| }, | |
| "customer_service/action": { | |
| "decisions": 100, | |
| "correct": 72, | |
| "accuracy": 0.72, | |
| "kl": 0.16485836116812386, | |
| "brier": 0.08073784085652039, | |
| "ece_15": 0.1081227785754724 | |
| }, | |
| "customer_service/category": { | |
| "decisions": 100, | |
| "correct": 98, | |
| "accuracy": 0.98, | |
| "kl": 0.04316980921110677, | |
| "brier": 0.015287821774841741, | |
| "ece_15": 0.12546654650846617 | |
| }, | |
| "customer_service/churn_risk": { | |
| "decisions": 100, | |
| "correct": 89, | |
| "accuracy": 0.89, | |
| "kl": 0.06087967761779349, | |
| "brier": 0.02739846473868238, | |
| "ece_15": 0.24890314749550854 | |
| }, | |
| "customer_service/needs_human": { | |
| "decisions": 100, | |
| "correct": 82, | |
| "accuracy": 0.82, | |
| "kl": 0.05379561473975391, | |
| "brier": 0.0447702723712042, | |
| "ece_15": 0.10668263003230095 | |
| }, | |
| "customer_service/urgency": { | |
| "decisions": 100, | |
| "correct": 84, | |
| "accuracy": 0.84, | |
| "kl": 0.07845010520144792, | |
| "brier": 0.035362353053695735, | |
| "ece_15": 0.23016179276997029 | |
| }, | |
| "invoice_processing/discrepancy_severity": { | |
| "decisions": 100, | |
| "correct": 86, | |
| "accuracy": 0.86, | |
| "kl": 0.16211923361755753, | |
| "brier": 0.07577871556224147, | |
| "ece_15": 0.11399502083683016 | |
| }, | |
| "invoice_processing/disposition": { | |
| "decisions": 100, | |
| "correct": 81, | |
| "accuracy": 0.81, | |
| "kl": 0.14687131365910766, | |
| "brier": 0.08027354501411901, | |
| "ece_15": 0.14137618761078863 | |
| }, | |
| "invoice_processing/duplicate": { | |
| "decisions": 100, | |
| "correct": 91, | |
| "accuracy": 0.91, | |
| "kl": 0.03952439425291494, | |
| "brier": 0.026807131545151866, | |
| "ece_15": 0.0636753043998033 | |
| }, | |
| "invoice_processing/matches_order": { | |
| "decisions": 100, | |
| "correct": 95, | |
| "accuracy": 0.95, | |
| "kl": 0.05999561126647583, | |
| "brier": 0.03594590921788439, | |
| "ece_15": 0.060309361563995516 | |
| }, | |
| "invoice_processing/urgency": { | |
| "decisions": 100, | |
| "correct": 76, | |
| "accuracy": 0.76, | |
| "kl": 0.06970557682916122, | |
| "brier": 0.036189549927888774, | |
| "ece_15": 0.17601861818019318 | |
| }, | |
| "security_incidents/credential_compromise": { | |
| "decisions": 100, | |
| "correct": 82, | |
| "accuracy": 0.82, | |
| "kl": 0.031176862771824396, | |
| "brier": 0.025240369597254987, | |
| "ece_15": 0.14930089343339203 | |
| }, | |
| "security_incidents/disposition": { | |
| "decisions": 100, | |
| "correct": 80, | |
| "accuracy": 0.8, | |
| "kl": 0.0883844424415034, | |
| "brier": 0.04519246292239289, | |
| "ece_15": 0.2498926800447473 | |
| }, | |
| "security_incidents/severity": { | |
| "decisions": 100, | |
| "correct": 84, | |
| "accuracy": 0.84, | |
| "kl": 0.07871596952034915, | |
| "brier": 0.0302813399315595, | |
| "ece_15": 0.3170699022538294 | |
| }, | |
| "security_incidents/true_positive": { | |
| "decisions": 100, | |
| "correct": 87, | |
| "accuracy": 0.87, | |
| "kl": 0.027728286589911, | |
| "brier": 0.02100799600185304, | |
| "ece_15": 0.19495224751532075 | |
| }, | |
| "security_incidents/urgency": { | |
| "decisions": 100, | |
| "correct": 76, | |
| "accuracy": 0.76, | |
| "kl": 0.09776951595384421, | |
| "brier": 0.0469833657893934, | |
| "ece_15": 0.2065293719543915 | |
| } | |
| } | |
| } | |