clef-flash-LiteRT / fixtures /reference_probs.json
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{
"what": "the provider's own code (joint_schema_model.py systemone() at f0b7d3cd) in float32 on the CPU: per run (a record at an arm: text, or the picture at a 256 / 448 px tile) and question, the option ids in the head's order, the probabilities, the most likely option and whether the two most likely are 0.02 or less apart (near_tie). Python 3.12.11, torch 2.9.0, transformers 5.17.0, 10 threads.",
"runs": [
{
"key": "ref:own_t01/text",
"set": "ref",
"id": "own_t01",
"arm": "text",
"tokens": 436,
"length": 512,
"questions": [
{
"question_id": "department",
"type": "choice",
"option_ids": [
"account",
"billing",
"shipping",
"technical"
],
"probs": [
0.0020749589893966913,
0.00972782727330923,
0.009951034560799599,
0.9782460927963257
],
"argmax": "technical",
"near_tie": false
},
{
"question_id": "wants_refund",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.013630282133817673,
0.9863697290420532
],
"argmax": "false",
"near_tie": false
},
{
"question_id": "urgency",
"type": "score",
"option_ids": [
"0",
"1",
"2",
"3"
],
"probs": [
0.30694112181663513,
0.3810206353664398,
0.22470484673976898,
0.08733338862657547
],
"argmax": "1",
"near_tie": false
}
]
},
{
"key": "ref:own_t02/text",
"set": "ref",
"id": "own_t02",
"arm": "text",
"tokens": 599,
"length": 1024,
"questions": [
{
"question_id": "severity",
"type": "score",
"option_ids": [
"0",
"1",
"2",
"3",
"4"
],
"probs": [
0.030695321038365364,
0.1656961888074875,
0.47583913803100586,
0.27707794308662415,
0.05069142207503319
],
"argmax": "2",
"near_tie": false
},
{
"question_id": "resolved",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9677996635437012,
0.03220032528042793
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "root_cause",
"type": "choice",
"option_ids": [
"attack",
"capacity",
"config_change",
"hardware",
"third_party"
],
"probs": [
0.0013243439607322216,
0.021440450102090836,
0.9729377627372742,
0.0018747516442090273,
0.002422668505460024
],
"argmax": "config_change",
"near_tie": false
},
{
"question_id": "data_loss",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.005943198688328266,
0.9940568208694458
],
"argmax": "false",
"near_tie": false
}
]
},
{
"key": "ref:own_t03/text",
"set": "ref",
"id": "own_t03",
"arm": "text",
"tokens": 463,
"length": 512,
"questions": [
{
"question_id": "new_slot",
"type": "choice",
"option_ids": [
"mon_0900",
"thu_1000",
"tue_1400"
],
"probs": [
0.012158675119280815,
0.062186531722545624,
0.9256548285484314
],
"argmax": "tue_1400",
"near_tie": false
},
{
"question_id": "thursday_still_on",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.08972356468439102,
0.910276472568512
],
"argmax": "false",
"near_tie": false
},
{
"question_id": "reply_needed",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.7556129693984985,
0.24438700079917908
],
"argmax": "true",
"near_tie": false
}
]
},
{
"key": "ref:own_t04/text",
"set": "ref",
"id": "own_t04",
"arm": "text",
"tokens": 493,
"length": 512,
"questions": [
{
"question_id": "dark_mode",
"type": "choice",
"option_ids": [
"cancel",
"postpone",
"ship_v23"
],
"probs": [
0.00717861158773303,
0.007221940904855728,
0.9855993986129761
],
"argmax": "ship_v23",
"near_tie": false
},
{
"question_id": "release_note_owner",
"type": "choice",
"option_ids": [
"abebe",
"felix",
"noor"
],
"probs": [
0.011383161880075932,
0.9791655540466309,
0.009451243095099926
],
"argmax": "felix",
"near_tie": false
},
{
"question_id": "open_items",
"type": "score",
"option_ids": [
"0",
"1",
"2"
],
"probs": [
0.012073171325027943,
0.9807779788970947,
0.007148820906877518
],
"argmax": "1",
"near_tie": false
},
{
"question_id": "beta_label_decided",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.025620637461543083,
0.974379301071167
],
"argmax": "false",
"near_tie": false
}
]
},
{
"key": "ref:own_t05/text",
"set": "ref",
"id": "own_t05",
"arm": "text",
"tokens": 553,
"length": 1024,
"questions": [
{
"question_id": "sentiment",
"type": "score",
"option_ids": [
"0",
"1",
"2",
"3",
"4"
],
"probs": [
0.028970826417207718,
0.6241393685340881,
0.3356001377105713,
0.008222117088735104,
0.0030674401205033064
],
"argmax": "1",
"near_tie": false
},
{
"question_id": "safety_issue",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9697904586791992,
0.030209515243768692
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "main_complaint",
"type": "choice",
"option_ids": [
"design",
"durability",
"speed",
"support"
],
"probs": [
0.00624008709564805,
0.9739807844161987,
0.00894900318235159,
0.010830216109752655
],
"argmax": "durability",
"near_tie": false
},
{
"question_id": "recommend",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.020259197801351547,
0.9797407388687134
],
"argmax": "false",
"near_tie": false
}
]
},
{
"key": "ref:own_t06/text",
"set": "ref",
"id": "own_t06",
"arm": "text",
"tokens": 411,
"length": 512,
"questions": [
{
"question_id": "environment",
"type": "choice",
"option_ids": [
"both",
"neither",
"production",
"staging"
],
"probs": [
0.009194618090987206,
0.007201558444648981,
0.008247054181993008,
0.9753568172454834
],
"argmax": "staging",
"near_tie": false
},
{
"question_id": "fixed",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9077232480049133,
0.09227681905031204
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "urgency",
"type": "score",
"option_ids": [
"0",
"1",
"2"
],
"probs": [
0.10568148642778397,
0.7105181217193604,
0.1838003695011139
],
"argmax": "1",
"near_tie": false
}
]
},
{
"key": "ref:own_t07/text",
"set": "ref",
"id": "own_t07",
"arm": "text",
"tokens": 438,
"length": 512,
"questions": [
{
"question_id": "best_slot",
"type": "choice",
"option_ids": [
"fri_am",
"mon_am",
"thu_am",
"tue_am",
"tue_pm",
"wed_pm"
],
"probs": [
0.026637353003025055,
0.1287812441587448,
0.07282086461782455,
0.7324261665344238,
0.03228142112493515,
0.007052955683320761
],
"argmax": "tue_am",
"near_tie": false
},
{
"question_id": "length",
"type": "choice",
"option_ids": [
"15",
"30",
"60",
"90"
],
"probs": [
0.0043379757553339005,
0.9900583624839783,
0.003430643118917942,
0.0021731131710112095
],
"argmax": "30",
"near_tie": false
},
{
"question_id": "needs_travel",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.12106605619192123,
0.8789339661598206
],
"argmax": "false",
"near_tie": false
}
]
},
{
"key": "ref:own_t08/text",
"set": "ref",
"id": "own_t08",
"arm": "text",
"tokens": 604,
"length": 1024,
"questions": [
{
"question_id": "diet",
"type": "choice",
"option_ids": [
"contains_meat",
"vegan",
"vegetarian"
],
"probs": [
0.004436923190951347,
0.03225412219762802,
0.9633089303970337
],
"argmax": "vegetarian",
"near_tie": false
},
{
"question_id": "needs_cooking",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.004901106469333172,
0.995098888874054
],
"argmax": "false",
"near_tie": false
},
{
"question_id": "effort",
"type": "score",
"option_ids": [
"0",
"1",
"2"
],
"probs": [
0.8585019707679749,
0.12899157404899597,
0.012506517581641674
],
"argmax": "0",
"near_tie": false
},
{
"question_id": "servings",
"type": "choice",
"option_ids": [
"1",
"10",
"2",
"3",
"4",
"5",
"6",
"7",
"8",
"9"
],
"probs": [
0.021826304495334625,
0.007177992723882198,
0.9291272759437561,
0.014415438286960125,
0.01145924162119627,
0.0044674985110759735,
0.003467407776042819,
0.002763566095381975,
0.0027779899537563324,
0.0025173574686050415
],
"argmax": "2",
"near_tie": false
}
]
},
{
"key": "ref:own_t09/text",
"set": "ref",
"id": "own_t09",
"arm": "text",
"tokens": 582,
"length": 1024,
"questions": [
{
"question_id": "department",
"type": "choice",
"option_ids": [
"account",
"billing",
"shipping",
"technical"
],
"probs": [
0.00786023959517479,
0.9724278450012207,
0.006265465170145035,
0.013446450233459473
],
"argmax": "billing",
"near_tie": false
},
{
"question_id": "duplicate_charge",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9583020210266113,
0.041698019951581955
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "refund_amount",
"type": "choice",
"option_ids": [
"0",
"14.99",
"29.98"
],
"probs": [
0.009111710824072361,
0.9767141342163086,
0.014174086973071098
],
"argmax": "14.99",
"near_tie": false
},
{
"question_id": "frustration",
"type": "score",
"option_ids": [
"0",
"1",
"2",
"3",
"4",
"5",
"6"
],
"probs": [
0.016860734671354294,
0.02520955167710781,
0.13337551057338715,
0.41662758588790894,
0.3030862808227539,
0.06852078437805176,
0.036319550126791
],
"argmax": "3",
"near_tie": false
}
]
},
{
"key": "ref:own_t10/text",
"set": "ref",
"id": "own_t10",
"arm": "text",
"tokens": 396,
"length": 512,
"questions": [
{
"question_id": "meets_conditions",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.910615861415863,
0.08938407152891159
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "policy_issue",
"type": "choice",
"option_ids": [
"certification",
"consent",
"none",
"notice"
],
"probs": [
0.017086582258343697,
0.013082234188914299,
0.9511185884475708,
0.018712572753429413
],
"argmax": "none",
"near_tie": false
},
{
"question_id": "review",
"type": "score",
"option_ids": [
"0",
"1"
],
"probs": [
0.9450775980949402,
0.0549224391579628
],
"argmax": "0",
"near_tie": false
}
]
},
{
"key": "ref:own_t11/text",
"set": "ref",
"id": "own_t11",
"arm": "text",
"tokens": 497,
"length": 512,
"questions": [
{
"question_id": "encrypted_at_rest",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9580949544906616,
0.04190501570701599
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "pentest_current",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.061500001698732376,
0.9385000467300415
],
"argmax": "false",
"near_tie": false
},
{
"question_id": "risk",
"type": "score",
"option_ids": [
"0",
"1",
"2",
"3"
],
"probs": [
0.10386830568313599,
0.7748581171035767,
0.09309681504964828,
0.028176715597510338
],
"argmax": "1",
"near_tie": false
},
{
"question_id": "next_step",
"type": "choice",
"option_ids": [
"approve",
"reject",
"request_pentest"
],
"probs": [
0.012145879678428173,
0.008411926217377186,
0.9794421792030334
],
"argmax": "request_pentest",
"near_tie": false
}
]
},
{
"key": "ref:own_t12/text",
"set": "ref",
"id": "own_t12",
"arm": "text",
"tokens": 967,
"length": 1024,
"questions": [
{
"question_id": "dairy_allergy",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9394665956497192,
0.06053338572382927
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "guests",
"type": "choice",
"option_ids": [
"1",
"2",
"3",
"4",
"5",
"6"
],
"probs": [
0.016580715775489807,
0.022627033293247223,
0.9133965373039246,
0.017762085422873497,
0.016140427440404892,
0.013493211008608341
],
"argmax": "3",
"near_tie": false
},
{
"question_id": "split_bill",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9389763474464417,
0.06102372333407402
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "split_ways",
"type": "choice",
"option_ids": [
"2",
"3",
"4"
],
"probs": [
0.9643211960792542,
0.02156350575387478,
0.014115282334387302
],
"argmax": "2",
"near_tie": false
},
{
"question_id": "occasion",
"type": "choice",
"option_ids": [
"anniversary",
"birthday",
"business",
"graduation",
"none"
],
"probs": [
0.018928399309515953,
0.9177147746086121,
0.013787471689283848,
0.012153832241892815,
0.037415508180856705
],
"argmax": "birthday",
"near_tie": false
},
{
"question_id": "kitchen_effort",
"type": "score",
"option_ids": [
"0",
"1",
"2",
"3",
"4"
],
"probs": [
0.0791470855474472,
0.139200821518898,
0.4481544494628906,
0.1707330346107483,
0.16276465356349945
],
"argmax": "2",
"near_tie": false
},
{
"question_id": "dessert_planned",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.835975170135498,
0.16402478516101837
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "child_meal",
"type": "choice",
"option_ids": [
"burger",
"lasagne",
"plain_pasta",
"trout"
],
"probs": [
0.009076745249330997,
0.007193453144282103,
0.9756867289543152,
0.008043053559958935
],
"argmax": "plain_pasta",
"near_tie": false
}
]
},
{
"key": "ref:own_t13/text",
"set": "ref",
"id": "own_t13",
"arm": "text",
"tokens": 370,
"length": 512,
"questions": [
{
"question_id": "car_park_open_june_4",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.015704181045293808,
0.9842958450317383
],
"argmax": "false",
"near_tie": false
},
{
"question_id": "street_parking",
"type": "choice",
"option_ids": [
"everyone",
"staff",
"visitors"
],
"probs": [
0.01131593156605959,
0.007316748145967722,
0.981367290019989
],
"argmax": "visitors",
"near_tie": false
},
{
"question_id": "disruption",
"type": "score",
"option_ids": [
"0",
"1",
"2"
],
"probs": [
0.1646718978881836,
0.7661177515983582,
0.06921032816171646
],
"argmax": "1",
"near_tie": false
}
]
},
{
"key": "ref:own_t14/text",
"set": "ref",
"id": "own_t14",
"arm": "text",
"tokens": 2389,
"length": 4096,
"questions": [
{
"question_id": "first_failing_component",
"type": "choice",
"option_ids": [
"auth",
"database",
"inventory",
"notifications",
"payments"
],
"probs": [
0.017140639945864677,
0.006262694951146841,
0.005267331842333078,
0.009492605924606323,
0.9618366956710815
],
"argmax": "payments",
"near_tie": false
},
{
"question_id": "recovered",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9530462026596069,
0.04695378988981247
],
"argmax": "true",
"near_tie": false
},
{
"question_id": "severity",
"type": "score",
"option_ids": [
"0",
"1",
"2",
"3"
],
"probs": [
0.03186281770467758,
0.06417977809906006,
0.7620610594749451,
0.14189638197422028
],
"argmax": "2",
"near_tie": false
},
{
"question_id": "error_window",
"type": "choice",
"option_ids": [
"1_to_5m",
"5_to_15m",
"over_15m",
"under_1m"
],
"probs": [
0.1647193729877472,
0.7869372367858887,
0.040279194712638855,
0.00806417502462864
],
"argmax": "5_to_15m",
"near_tie": false
}
]
},
{
"key": "ref:own_t15/text",
"set": "ref",
"id": "own_t15",
"arm": "text",
"tokens": 2603,
"length": 4096,
"questions": [
{
"question_id": "non_renewal_notice",
"type": "choice",
"option_ids": [
"120",
"30",
"60",
"90",
"none"
],
"probs": [
0.0040611992590129375,
0.0025824527256190777,
0.0021634213626384735,
0.9885510802268982,
0.002641847589984536
],
"argmax": "90",
"near_tie": false
},
{
"question_id": "auto_renews",
"type": "noul",
"option_ids": [
"true",
"false"
],
"probs": [
0.9498574137687683,
0.05014260485768318
],
"argmax": "true",
"near_tie": false
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