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DistilBERT service classifiers (RQ4 references)
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{
"activation": "gelu",
"architectures": [
"DistilBertForSequenceClassification"
],
"attention_dropout": 0.1,
"bos_token_id": null,
"dim": 768,
"dropout": 0.1,
"dtype": "float32",
"eos_token_id": null,
"hidden_dim": 3072,
"id2label": {
"0": "academic_transcript_parser",
"1": "air_quality_pm25_analyzer",
"2": "aisle_congestion_monitor",
"3": "ambient_noise_level_meter",
"4": "ambient_weather_station_aggregator",
"5": "animal_detector",
"6": "anti_passback_enforcer",
"7": "ar_marker_bundle_adjuster",
"8": "arp_spoofing_detector",
"9": "audio_downsampling_resampler",
"10": "audio_event_classifier",
"11": "audio_flac_to_opus_compressor",
"12": "audio_guide_multilingual_synthesizer",
"13": "av1_video_transcoder",
"14": "badge_credential_reader",
"15": "bank_check_micr_parser",
"16": "bank_statement_table_parser",
"17": "bedside_lung_ultrasound_pneumothorax_triage",
"18": "bgp_route_leak_detector",
"19": "bicycle_counter",
"20": "bicycle_lane_blockage_detector",
"21": "bill_of_lading_parser",
"22": "billboard_text_ocr",
"23": "biometric_fingerprint_reader",
"24": "bone_radiograph_fracture_triage",
"25": "bottle_fill_level_inspector",
"26": "bridge_overheight_vehicle_detector",
"27": "bufferbloat_queue_analyzer",
"28": "bus_lane_encroachment_detector",
"29": "business_card_ocr",
"30": "camera_tamper_detector",
"31": "car_alarm_detector",
"32": "cart_abandonment_tracker",
"33": "carton_counter",
"34": "cell_counter",
"35": "chat_message_translator",
"36": "chest_xray_pneumonia_triage",
"37": "circuit_board_silkscreen_ocr",
"38": "co2_indoor_ventilation_monitor",
"39": "construction_activity_analyzer",
"40": "container_code_ocr",
"41": "container_stack_counter",
"42": "conveyor_belt_tear_inspector",
"43": "coronary_calcium_ct_triage",
"44": "cough_detector",
"45": "count",
"46": "coupon_kiosk_engagement_meter",
"47": "crane_hook_detector",
"48": "crosswalk_jaywalking_detector",
"49": "crowd_head_counter",
"50": "crowd_surge_detector",
"51": "cry_detector",
"52": "ct_brain_hemorrhage_triage",
"53": "customer_dwell_time_meter",
"54": "customs_declaration_parser",
"55": "cyclist_detector",
"56": "ddos_syn_flood_detector",
"57": "de_to_en_industrial_translator",
"58": "dense_depth_map_completer",
"59": "dental_caries_xray_triage",
"60": "detection",
"61": "dicom_medical_image_compressor",
"62": "dns_tunneling_detector",
"63": "docking_bay_dwell_analyzer",
"64": "door_forced_open_detector",
"65": "door_held_open_notifier",
"66": "drone_acoustic_classifier",
"67": "drone_detector",
"68": "drone_perimeter_alert",
"69": "ecg_arrhythmia_triage",
"70": "emergency_phrase_translator",
"71": "emergency_siren_detector",
"72": "en_to_de_industrial_translator",
"73": "en_to_es_speech_translator",
"74": "en_to_fr_document_translator",
"75": "en_to_ja_menu_translator",
"76": "en_to_zh_subtitle_generator",
"77": "endcap_promotional_gaze_tracker",
"78": "endoscopy_polyps_triage",
"79": "es_to_en_speech_translator",
"80": "escalator_stoppage_detector",
"81": "ev_charging_bay_hogging_detector",
"82": "eye_gaze_direction_tracker",
"83": "fabric_defect_inspector",
"84": "facial_access_verifier",
"85": "facial_blendshape_animator",
"86": "fence_climbing_detector",
"87": "fire_detector",
"88": "fitting_room_occupancy_sensor",
"89": "flood_water_level_gauge",
"90": "flow_volume_anomaly_detector",
"91": "food_package_seal_inspector",
"92": "footwear_try_on_counter",
"93": "forklift_detector",
"94": "fr_to_en_document_translator",
"95": "fundus_diabetic_retinopathy_triage",
"96": "gaussian_splat_renderer",
"97": "geotiff_raster_compressor",
"98": "glass_break_detector",
"99": "glass_vial_crack_inspector",
"100": "grab_and_go_basket_tracker",
"101": "gunshot_detector",
"102": "h264_bitrate_downscaler",
"103": "h265_video_transcoder",
"104": "hand_mesh_pose_tracker",
"105": "handwritten_form_ocr",
"106": "handwritten_survey_digitizer",
"107": "hazard_cone_detector",
"108": "hdr_to_sdr_tone_mapper",
"109": "heat_map_path_analyzer",
"110": "highway_ramp_metering_analyzer",
"111": "hov_lane_occupancy_verifier",
"112": "identity_card_extractor",
"113": "illegal_parking_meter",
"114": "industrial_bearing_monitor",
"115": "injection_molding_short_shot_inspector",
"116": "instrument_gauge_ocr",
"117": "insurance_claim_form_parser",
"118": "interface_flapping_detector",
"119": "intersection_turning_count_analyzer",
"120": "invoice_data_extractor",
"121": "ip_fragmentation_attack_detector",
"122": "iris_biometric_authenticator",
"123": "ja_to_en_menu_translator",
"124": "jpeg_to_webp_converter",
"125": "json_to_protobuf_serializer",
"126": "label_alignment_inspector",
"127": "language_identifier",
"128": "legal_contract_clause_tagger",
"129": "license_plate_barrier_opener",
"130": "license_plate_ocr",
"131": "live_dialogue_interpreter",
"132": "livestock_counter",
"133": "loitering_at_atm_detector",
"134": "loitering_detector",
"135": "loss_prevention_sweethearting_detector",
"136": "lossless_log_zstd_compressor",
"137": "luggage_counter",
"138": "mammogram_mass_triage",
"139": "medical_prescription_parser",
"140": "mesh_simplifier_lod",
"141": "meter_reading_ocr",
"142": "multicast_storm_suppressor",
"143": "multilingual_sign_translator",
"144": "noise_pollution_monitor",
"145": "ntp_clock_drift_monitor",
"146": "occlusion_culling_optimizer",
"147": "ocean_wave_height_buoy_analyzer",
"148": "ocr",
"149": "package_xray_contraband_screener",
"150": "packet_jitter_analyzer",
"151": "paint_scratch_inspector",
"152": "pallet_counter",
"153": "parking_spot_counter",
"154": "parquet_columnar_encoder",
"155": "passport_mrz_ocr",
"156": "pcb_solder_bridge_inspector",
"157": "pedestrian_crosswalk_occupancy_sensor",
"158": "pedestrian_detector",
"159": "people_counter",
"160": "perimeter_intrusion_detector",
"161": "photorealistic_light_estimator",
"162": "planogram_compliance_checker",
"163": "point_cloud_draco_compressor",
"164": "point_cloud_mesher",
"165": "pothole_road_surface_scanner",
"166": "ppe_detector",
"167": "prescription_label_ocr",
"168": "produce_ripeness_scanner",
"169": "product_unit_counter",
"170": "puddle_detector",
"171": "purchase_order_matcher",
"172": "queue_length_analyzer",
"173": "radiation_geiger_counter_monitor",
"174": "rail_crossing_blockage_detector",
"175": "rail_level_crossing_queue_monitor",
"176": "receipt_expense_categorizer",
"177": "receipt_text_ocr",
"178": "refrigeration_temperature_compliance_logger",
"179": "retinal_oct_macular_edema_triage",
"180": "rogue_dhcp_server_detector",
"181": "roundabout_gap_analyzer",
"182": "rubber_o_ring_flaw_inspector",
"183": "runway_incursion_detector",
"184": "school_zone_speed_monitor",
"185": "seat_occupancy_counter",
"186": "secure_server_rack_door_monitor",
"187": "self_checkout_item_mismatch_detector",
"188": "shadow_map_projector",
"189": "sheet_metal_burr_inspector",
"190": "shelf_out_of_stock_detector",
"191": "shelf_tag_ocr",
"192": "shipping_label_ocr",
"193": "shipping_manifest_digitizer",
"194": "shopper_gender_age_estimator",
"195": "shopping_basket_volume_estimator",
"196": "shopping_cart_detector",
"197": "skin_lesion_melanoma_triage",
"198": "slam_pose_tracker",
"199": "slip_and_fall_detector",
"200": "soil_moisture_irrigation_controller",
"201": "solar_cell_microcrack_inspector",
"202": "solar_panel_counter",
"203": "spatial_audio_binauralizer",
"204": "speaker_diarization",
"205": "speech_to_text",
"206": "speeding_vehicle_detector",
"207": "spill_detector",
"208": "spinal_fracture_xray_triage",
"209": "ssl_certificate_expiry_watcher",
"210": "stroke_mri_diffusion_triage",
"211": "structural_vibration_accelerometer",
"212": "surface_plane_detector",
"213": "tablet_pill_blister_inspector",
"214": "tailgating_access_interceptor",
"215": "tailgating_detector",
"216": "tax_form_w2_parser",
"217": "tcp_retransmission_monitor",
"218": "technical_terminology_normalizer",
"219": "texture_atlas_baker",
"220": "threaded_screw_inspector",
"221": "time_series_gorilla_compressor",
"222": "tire_dot_ocr",
"223": "tls_fingerprint_classifier",
"224": "toxic_gas_h2s_leak_detector",
"225": "traffic_congestion_analyzer",
"226": "traffic_incident_detector",
"227": "traffic_light_violation_detector",
"228": "tree_crown_counter",
"229": "turbine_blade_thermal_inspector",
"230": "ultrasound_dvt_triage",
"231": "unattended_baggage_detector",
"232": "under_vehicle_inspection_scanner",
"233": "utility_bill_parser",
"234": "uv_index_solar_radiometer",
"235": "vehicle_counter",
"236": "vehicle_detector",
"237": "video_keyframe_extractor",
"238": "vin_ocr",
"239": "virtual_object_occlusion_masker",
"240": "visitor_id_scanner",
"241": "voice_stress_analyzer",
"242": "volatile_organic_compound_voc_sensor",
"243": "wake_word_spotter",
"244": "water_leak_acoustic_detector",
"245": "water_turbidity_clarity_meter",
"246": "weapon_detector",
"247": "weld_seam_flaw_inspector",
"248": "wifi_channel_interference_analyzer",
"249": "wildfire_thermal_hotspot_detector",
"250": "work_zone_merge_compliance_monitor",
"251": "wrist_scaphoid_fracture_triage",
"252": "wrong_way_driver_detector",
"253": "zh_to_en_subtitle_generator",
"254": "unsupported"
},
"initializer_range": 0.02,
"label2id": {
"academic_transcript_parser": 0,
"air_quality_pm25_analyzer": 1,
"aisle_congestion_monitor": 2,
"ambient_noise_level_meter": 3,
"ambient_weather_station_aggregator": 4,
"animal_detector": 5,
"anti_passback_enforcer": 6,
"ar_marker_bundle_adjuster": 7,
"arp_spoofing_detector": 8,
"audio_downsampling_resampler": 9,
"audio_event_classifier": 10,
"audio_flac_to_opus_compressor": 11,
"audio_guide_multilingual_synthesizer": 12,
"av1_video_transcoder": 13,
"badge_credential_reader": 14,
"bank_check_micr_parser": 15,
"bank_statement_table_parser": 16,
"bedside_lung_ultrasound_pneumothorax_triage": 17,
"bgp_route_leak_detector": 18,
"bicycle_counter": 19,
"bicycle_lane_blockage_detector": 20,
"bill_of_lading_parser": 21,
"billboard_text_ocr": 22,
"biometric_fingerprint_reader": 23,
"bone_radiograph_fracture_triage": 24,
"bottle_fill_level_inspector": 25,
"bridge_overheight_vehicle_detector": 26,
"bufferbloat_queue_analyzer": 27,
"bus_lane_encroachment_detector": 28,
"business_card_ocr": 29,
"camera_tamper_detector": 30,
"car_alarm_detector": 31,
"cart_abandonment_tracker": 32,
"carton_counter": 33,
"cell_counter": 34,
"chat_message_translator": 35,
"chest_xray_pneumonia_triage": 36,
"circuit_board_silkscreen_ocr": 37,
"co2_indoor_ventilation_monitor": 38,
"construction_activity_analyzer": 39,
"container_code_ocr": 40,
"container_stack_counter": 41,
"conveyor_belt_tear_inspector": 42,
"coronary_calcium_ct_triage": 43,
"cough_detector": 44,
"count": 45,
"coupon_kiosk_engagement_meter": 46,
"crane_hook_detector": 47,
"crosswalk_jaywalking_detector": 48,
"crowd_head_counter": 49,
"crowd_surge_detector": 50,
"cry_detector": 51,
"ct_brain_hemorrhage_triage": 52,
"customer_dwell_time_meter": 53,
"customs_declaration_parser": 54,
"cyclist_detector": 55,
"ddos_syn_flood_detector": 56,
"de_to_en_industrial_translator": 57,
"dense_depth_map_completer": 58,
"dental_caries_xray_triage": 59,
"detection": 60,
"dicom_medical_image_compressor": 61,
"dns_tunneling_detector": 62,
"docking_bay_dwell_analyzer": 63,
"door_forced_open_detector": 64,
"door_held_open_notifier": 65,
"drone_acoustic_classifier": 66,
"drone_detector": 67,
"drone_perimeter_alert": 68,
"ecg_arrhythmia_triage": 69,
"emergency_phrase_translator": 70,
"emergency_siren_detector": 71,
"en_to_de_industrial_translator": 72,
"en_to_es_speech_translator": 73,
"en_to_fr_document_translator": 74,
"en_to_ja_menu_translator": 75,
"en_to_zh_subtitle_generator": 76,
"endcap_promotional_gaze_tracker": 77,
"endoscopy_polyps_triage": 78,
"es_to_en_speech_translator": 79,
"escalator_stoppage_detector": 80,
"ev_charging_bay_hogging_detector": 81,
"eye_gaze_direction_tracker": 82,
"fabric_defect_inspector": 83,
"facial_access_verifier": 84,
"facial_blendshape_animator": 85,
"fence_climbing_detector": 86,
"fire_detector": 87,
"fitting_room_occupancy_sensor": 88,
"flood_water_level_gauge": 89,
"flow_volume_anomaly_detector": 90,
"food_package_seal_inspector": 91,
"footwear_try_on_counter": 92,
"forklift_detector": 93,
"fr_to_en_document_translator": 94,
"fundus_diabetic_retinopathy_triage": 95,
"gaussian_splat_renderer": 96,
"geotiff_raster_compressor": 97,
"glass_break_detector": 98,
"glass_vial_crack_inspector": 99,
"grab_and_go_basket_tracker": 100,
"gunshot_detector": 101,
"h264_bitrate_downscaler": 102,
"h265_video_transcoder": 103,
"hand_mesh_pose_tracker": 104,
"handwritten_form_ocr": 105,
"handwritten_survey_digitizer": 106,
"hazard_cone_detector": 107,
"hdr_to_sdr_tone_mapper": 108,
"heat_map_path_analyzer": 109,
"highway_ramp_metering_analyzer": 110,
"hov_lane_occupancy_verifier": 111,
"identity_card_extractor": 112,
"illegal_parking_meter": 113,
"industrial_bearing_monitor": 114,
"injection_molding_short_shot_inspector": 115,
"instrument_gauge_ocr": 116,
"insurance_claim_form_parser": 117,
"interface_flapping_detector": 118,
"intersection_turning_count_analyzer": 119,
"invoice_data_extractor": 120,
"ip_fragmentation_attack_detector": 121,
"iris_biometric_authenticator": 122,
"ja_to_en_menu_translator": 123,
"jpeg_to_webp_converter": 124,
"json_to_protobuf_serializer": 125,
"label_alignment_inspector": 126,
"language_identifier": 127,
"legal_contract_clause_tagger": 128,
"license_plate_barrier_opener": 129,
"license_plate_ocr": 130,
"live_dialogue_interpreter": 131,
"livestock_counter": 132,
"loitering_at_atm_detector": 133,
"loitering_detector": 134,
"loss_prevention_sweethearting_detector": 135,
"lossless_log_zstd_compressor": 136,
"luggage_counter": 137,
"mammogram_mass_triage": 138,
"medical_prescription_parser": 139,
"mesh_simplifier_lod": 140,
"meter_reading_ocr": 141,
"multicast_storm_suppressor": 142,
"multilingual_sign_translator": 143,
"noise_pollution_monitor": 144,
"ntp_clock_drift_monitor": 145,
"occlusion_culling_optimizer": 146,
"ocean_wave_height_buoy_analyzer": 147,
"ocr": 148,
"package_xray_contraband_screener": 149,
"packet_jitter_analyzer": 150,
"paint_scratch_inspector": 151,
"pallet_counter": 152,
"parking_spot_counter": 153,
"parquet_columnar_encoder": 154,
"passport_mrz_ocr": 155,
"pcb_solder_bridge_inspector": 156,
"pedestrian_crosswalk_occupancy_sensor": 157,
"pedestrian_detector": 158,
"people_counter": 159,
"perimeter_intrusion_detector": 160,
"photorealistic_light_estimator": 161,
"planogram_compliance_checker": 162,
"point_cloud_draco_compressor": 163,
"point_cloud_mesher": 164,
"pothole_road_surface_scanner": 165,
"ppe_detector": 166,
"prescription_label_ocr": 167,
"produce_ripeness_scanner": 168,
"product_unit_counter": 169,
"puddle_detector": 170,
"purchase_order_matcher": 171,
"queue_length_analyzer": 172,
"radiation_geiger_counter_monitor": 173,
"rail_crossing_blockage_detector": 174,
"rail_level_crossing_queue_monitor": 175,
"receipt_expense_categorizer": 176,
"receipt_text_ocr": 177,
"refrigeration_temperature_compliance_logger": 178,
"retinal_oct_macular_edema_triage": 179,
"rogue_dhcp_server_detector": 180,
"roundabout_gap_analyzer": 181,
"rubber_o_ring_flaw_inspector": 182,
"runway_incursion_detector": 183,
"school_zone_speed_monitor": 184,
"seat_occupancy_counter": 185,
"secure_server_rack_door_monitor": 186,
"self_checkout_item_mismatch_detector": 187,
"shadow_map_projector": 188,
"sheet_metal_burr_inspector": 189,
"shelf_out_of_stock_detector": 190,
"shelf_tag_ocr": 191,
"shipping_label_ocr": 192,
"shipping_manifest_digitizer": 193,
"shopper_gender_age_estimator": 194,
"shopping_basket_volume_estimator": 195,
"shopping_cart_detector": 196,
"skin_lesion_melanoma_triage": 197,
"slam_pose_tracker": 198,
"slip_and_fall_detector": 199,
"soil_moisture_irrigation_controller": 200,
"solar_cell_microcrack_inspector": 201,
"solar_panel_counter": 202,
"spatial_audio_binauralizer": 203,
"speaker_diarization": 204,
"speech_to_text": 205,
"speeding_vehicle_detector": 206,
"spill_detector": 207,
"spinal_fracture_xray_triage": 208,
"ssl_certificate_expiry_watcher": 209,
"stroke_mri_diffusion_triage": 210,
"structural_vibration_accelerometer": 211,
"surface_plane_detector": 212,
"tablet_pill_blister_inspector": 213,
"tailgating_access_interceptor": 214,
"tailgating_detector": 215,
"tax_form_w2_parser": 216,
"tcp_retransmission_monitor": 217,
"technical_terminology_normalizer": 218,
"texture_atlas_baker": 219,
"threaded_screw_inspector": 220,
"time_series_gorilla_compressor": 221,
"tire_dot_ocr": 222,
"tls_fingerprint_classifier": 223,
"toxic_gas_h2s_leak_detector": 224,
"traffic_congestion_analyzer": 225,
"traffic_incident_detector": 226,
"traffic_light_violation_detector": 227,
"tree_crown_counter": 228,
"turbine_blade_thermal_inspector": 229,
"ultrasound_dvt_triage": 230,
"unattended_baggage_detector": 231,
"under_vehicle_inspection_scanner": 232,
"unsupported": 254,
"utility_bill_parser": 233,
"uv_index_solar_radiometer": 234,
"vehicle_counter": 235,
"vehicle_detector": 236,
"video_keyframe_extractor": 237,
"vin_ocr": 238,
"virtual_object_occlusion_masker": 239,
"visitor_id_scanner": 240,
"voice_stress_analyzer": 241,
"volatile_organic_compound_voc_sensor": 242,
"wake_word_spotter": 243,
"water_leak_acoustic_detector": 244,
"water_turbidity_clarity_meter": 245,
"weapon_detector": 246,
"weld_seam_flaw_inspector": 247,
"wifi_channel_interference_analyzer": 248,
"wildfire_thermal_hotspot_detector": 249,
"work_zone_merge_compliance_monitor": 250,
"wrist_scaphoid_fracture_triage": 251,
"wrong_way_driver_detector": 252,
"zh_to_en_subtitle_generator": 253
},
"max_position_embeddings": 512,
"model_type": "distilbert",
"n_heads": 12,
"n_layers": 6,
"pad_token_id": 0,
"problem_type": "single_label_classification",
"qa_dropout": 0.1,
"seq_classif_dropout": 0.2,
"sinusoidal_pos_embds": false,
"tie_weights_": true,
"tie_word_embeddings": true,
"transformers_version": "5.17.0",
"vocab_size": 30522
}