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Edge-Computing-JEV-classifiers

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Edge-Computing-JEV-classifiers
File size: 2,757 Bytes
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{
  "model_type": "clf_frozen",
  "base_model": "distilbert/distilbert-base-uncased",
  "pinned_revision": "12040accade4e8a0f71eabdb258fecc2e7e948be",
  "label_space_size": 65,
  "label_space": [
    "air_quality_pm25_analyzer",
    "ar_marker_bundle_adjuster",
    "audio_downsampling_resampler",
    "bgp_route_leak_detector",
    "bridge_overheight_vehicle_detector",
    "camera_tamper_detector",
    "car_alarm_detector",
    "chat_message_translator",
    "container_stack_counter",
    "coronary_calcium_ct_triage",
    "count",
    "crowd_surge_detector",
    "customs_declaration_parser",
    "dense_depth_map_completer",
    "detection",
    "drone_perimeter_alert",
    "emergency_siren_detector",
    "facial_blendshape_animator",
    "fence_climbing_detector",
    "fitting_room_occupancy_sensor",
    "fundus_diabetic_retinopathy_triage",
    "gaussian_splat_renderer",
    "geotiff_raster_compressor",
    "h264_bitrate_downscaler",
    "handwritten_form_ocr",
    "industrial_bearing_monitor",
    "insurance_claim_form_parser",
    "ip_fragmentation_attack_detector",
    "ja_to_en_menu_translator",
    "json_to_protobuf_serializer",
    "label_alignment_inspector",
    "loss_prevention_sweethearting_detector",
    "medical_prescription_parser",
    "ocr",
    "packet_jitter_analyzer",
    "parking_spot_counter",
    "pcb_solder_bridge_inspector",
    "pothole_road_surface_scanner",
    "prescription_label_ocr",
    "produce_ripeness_scanner",
    "product_unit_counter",
    "puddle_detector",
    "radiation_geiger_counter_monitor",
    "roundabout_gap_analyzer",
    "rubber_o_ring_flaw_inspector",
    "runway_incursion_detector",
    "secure_server_rack_door_monitor",
    "self_checkout_item_mismatch_detector",
    "shipping_label_ocr",
    "shipping_manifest_digitizer",
    "skin_lesion_melanoma_triage",
    "solar_cell_microcrack_inspector",
    "tcp_retransmission_monitor",
    "technical_terminology_normalizer",
    "unattended_baggage_detector",
    "uv_index_solar_radiometer",
    "visitor_id_scanner",
    "wake_word_spotter",
    "weapon_detector",
    "wildfire_thermal_hotspot_detector",
    "work_zone_merge_compliance_monitor",
    "wrist_scaphoid_fracture_triage",
    "wrong_way_driver_detector",
    "zh_to_en_subtitle_generator",
    "unsupported"
  ],
  "data_counts": {
    "model_type": "clf_frozen",
    "label_space_size": 65,
    "synthetic_descriptions": 64,
    "dev_cases": 258,
    "adaptation_examples": 0,
    "total_examples": 322
  },
  "adaptation_examples_count": 0,
  "epochs": 10,
  "batch_size": 16,
  "learning_rate": 5e-05,
  "weight_decay": 0.01,
  "max_len": 128,
  "seed": 20260924,
  "device": "mps",
  "wall_time_s": 12.100141048431396,
  "final_train_loss": 0.7863900039506995
}