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DistilBERT service classifiers (RQ4 references)
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{
"model_type": "clf_retrained_25",
"base_model": "distilbert/distilbert-base-uncased",
"pinned_revision": "12040accade4e8a0f71eabdb258fecc2e7e948be",
"label_space_size": 65,
"label_space": [
"ambient_weather_station_aggregator",
"ar_marker_bundle_adjuster",
"audio_downsampling_resampler",
"audio_event_classifier",
"bgp_route_leak_detector",
"bridge_overheight_vehicle_detector",
"camera_tamper_detector",
"chat_message_translator",
"container_stack_counter",
"conveyor_belt_tear_inspector",
"coronary_calcium_ct_triage",
"count",
"crane_hook_detector",
"crowd_surge_detector",
"customs_declaration_parser",
"dense_depth_map_completer",
"drone_perimeter_alert",
"facial_blendshape_animator",
"fence_climbing_detector",
"fitting_room_occupancy_sensor",
"flood_water_level_gauge",
"fundus_diabetic_retinopathy_triage",
"gaussian_splat_renderer",
"geotiff_raster_compressor",
"glass_break_detector",
"glass_vial_crack_inspector",
"h264_bitrate_downscaler",
"handwritten_form_ocr",
"hazard_cone_detector",
"insurance_claim_form_parser",
"ip_fragmentation_attack_detector",
"ja_to_en_menu_translator",
"json_to_protobuf_serializer",
"loss_prevention_sweethearting_detector",
"medical_prescription_parser",
"ocr",
"packet_jitter_analyzer",
"parking_spot_counter",
"pedestrian_detector",
"pothole_road_surface_scanner",
"prescription_label_ocr",
"produce_ripeness_scanner",
"product_unit_counter",
"refrigeration_temperature_compliance_logger",
"roundabout_gap_analyzer",
"runway_incursion_detector",
"secure_server_rack_door_monitor",
"self_checkout_item_mismatch_detector",
"shipping_label_ocr",
"shipping_manifest_digitizer",
"skin_lesion_melanoma_triage",
"speech_to_text",
"tcp_retransmission_monitor",
"technical_terminology_normalizer",
"turbine_blade_thermal_inspector",
"vehicle_detector",
"visitor_id_scanner",
"water_leak_acoustic_detector",
"water_turbidity_clarity_meter",
"weld_seam_flaw_inspector",
"work_zone_merge_compliance_monitor",
"wrist_scaphoid_fracture_triage",
"wrong_way_driver_detector",
"zh_to_en_subtitle_generator",
"unsupported"
],
"data_counts": {
"model_type": "clf_retrained_25",
"label_space_size": 65,
"synthetic_descriptions": 0,
"dev_cases": 0,
"adaptation_examples": 76,
"new_descriptions": 16,
"churn_dev_cases": 60,
"total_examples": 339
},
"adaptation_examples_count": 76,
"epochs": 10,
"batch_size": 16,
"learning_rate": 5e-05,
"weight_decay": 0.01,
"max_len": 128,
"seed": 20260924,
"device": "mps",
"wall_time_s": 12.815657138824463,
"final_train_loss": 0.6284485658009847
}