quotedesk-student / base_eval.json
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QuoteDesk student v1
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{
"system": "base",
"model": "unsloth/gemma-3-270m-it (3-shot)",
"created": "2026-10-01T03:18:27",
"splits": {
"exam": {
"n": 150,
"intent_accuracy": 0.5067,
"json_validity_rate": 0.66,
"item_precision": 0.1703,
"item_recall": 0.1794,
"item_f1": 0.1747,
"quantity_accuracy": 0.3052,
"part_number_accuracy": 0.2174,
"compatible_with_accuracy": 0.0,
"missing_info_precision": 0.0,
"missing_info_recall": 0.0,
"missing_info_f1": 0.0,
"urgency_accuracy": 0.56,
"exact_match_rate": 0.0067,
"per_intent_accuracy": {
"order_status": 0.0,
"other": 0.0,
"product_question": 0.5,
"quote_request": 0.6875,
"return_request": 0.23076923076923078
},
"per_intent_n": {
"order_status": 16,
"other": 11,
"product_question": 14,
"quote_request": 96,
"return_request": 13
},
"latency_p50_s": 1.2609,
"latency_p95_s": 1.8841,
"escalation_rate": null,
"cost_per_1k_usd": null,
"wall_time_s": 0.0,
"errors": 0
},
"exam_hard": {
"n": 30,
"intent_accuracy": 0.3667,
"json_validity_rate": 0.4667,
"item_precision": 0.2791,
"item_recall": 0.2727,
"item_f1": 0.2759,
"quantity_accuracy": 0.6316,
"part_number_accuracy": 0.0,
"compatible_with_accuracy": 0.0,
"missing_info_precision": 0.0,
"missing_info_recall": 0.0,
"missing_info_f1": 0.0,
"urgency_accuracy": 0.6,
"exact_match_rate": 0.0333,
"per_intent_accuracy": {
"order_status": 0.0,
"product_question": 0.6666666666666666,
"quote_request": 0.36
},
"per_intent_n": {
"order_status": 2,
"product_question": 3,
"quote_request": 25
},
"latency_p50_s": 0.908,
"latency_p95_s": 1.0846,
"escalation_rate": null,
"cost_per_1k_usd": null,
"wall_time_s": 0.0,
"errors": 0
}
},
"pricing": {
"teacher": {
"model": "gemini-3.8-flash",
"input_per_1m_usd": 0.75,
"output_per_1m_usd": 3.75,
"note": "Google's published paid-tier price (standard), thinking tokens billed as output; valid through 2026-12-31. Our calls go through the KIE.ai proxy; credits actually spent are logged separately.",
"source": "https://ai.google.dev/gemini-api/docs/pricing",
"verified": "2026-09-30",
"label": "measured tokens x published paid-tier price"
},
"student_cpu": {
"basis": "Modal CPU container, 2 cores + 4 GiB: 2 x $0.0000131/core/s + 4 x $0.00000222/GiB/s",
"usd_per_second": 3.51e-05,
"source": "https://modal.com/pricing",
"verified": "2026-09-30",
"label": "estimate: inference seconds x container price (excludes idle time)"
}
},
"hardware": "Tesla T4",
"fewshot_ids": [
"S00001",
"S00003",
"S00007"
]
}