- As for the classification, we used the following parameters :
Temperature from 0 to 1
Examples:
“examples”: [
["Premium Support", "support_agent"],
["Powerful API", "computer"],
["Easy to use", "emoji_emotions"],
["More Affordable", "attach_money"],
["Modern Kitchen", "kitchen"],
["Business", "storefront"],
["Fast", "bolt"],
["Passionate team", "person_outline"],
["Free Parking", "local_parking"],
["Trial", "verified"],
["Get Paid", "paid"],
["Increase", "trending_up"],
["Get more", "trending_up"],
["Shop", "shopping_cart"],
["Money back Guarantee", "verified"],
["Satisfied or refunded", "verified"],
["Beach and Sun", "beach_access"],
["Settings and parameters", "settings"],
["Profile", "account_circle"],
["Help", "help_outline"],
["Fingerprint", "fingerprint"],
["Description", "description"],
["School", "school"],
["Social networks", "facebook"],
["Phone call", "phone"],
["Email", "email"],
["Swimming pool", "pool"],
["Best Hotels", "pool"],
["Premium Italian Food", "restaurant"],
["Best Restaurant", "restaurant"],
["We love dogs", "pets"],
["Roadside Assistance", "help"]
For the labels:
“labels”: [“pets”, “search”, “home”, “settings”, “done”, “account_circle”, “info”, “check_circle”, “delete”, “shopping_cart”, “favorite”, “face”, “visibility”, “logout”, “fingerprint”, “description”, “favorite_border”, “lock”, “help_outline”, “language”, “schedule”, “manage_accounts”, “thumb_up”, “close”, “menu”, “expand_more”, “arrow_back”, “chevron_right”, “arrow_drop_down”, “cancel”, “more_vert”, “arrow_forward”, “add”, “add_circle_outline”, “add_circle”, “send”, “content_copy”, “clear”, “save”, “mail”, “link”, “filter_list”, “remove”, “insights”, “create”, “remove_circle_outline”, “bolt”, “sort”, “inventory”, “flag”, “remove_circle”, “reply”, “add_box”, “person”, “facebook”, “notifications”, “groups”, “people”, “share”, “person_outline”, “school”, “person_add”, “public”, “emoji_events”, “group”, “notifications_active”, “engineering”, “construction”, “people”, “psychology”, “health_and_safety”, “travel_explore”, “emoji_emotions”, “group_add”,“edit”, “navigate_next”, “photo_camera”, “image”, “picture_as_pdf”, “tune”, “circle”, “receipt_long”, “timer”, “auto_stories”, “navigate_before”, “add_a_photo”, “auto_awesome”, “collections”, “remove_red_eye”, “palette”, “music_note”, “wb_sunny”, “brush”, “flash_on”, “euro”, “email”, “location_on”, “call”, “phone”, “chat”, “business”, “mail_outline”, “vpn_key”, “list”, “qr_code_scanner”, “chat_bubble_outline”, “alternate_email”, “chat_bubble”, “forum”, “textsms”, “contact_mail”, “sentiment_satisfied”, “person_search”, “message”, “qr_code”, “comment”, “file_download”, “file_upload”, “download”, “folder”, “local_shipping”, “place”, “menu_book”, “map”, “local_offer”, “category”, “badge”, “restaurant”, “directions_car”, “volunteer_activism”, “local_fire_department”, “storefront”, “apartment”, “fitness_center”, “spa”, “business_center”, “house”, “meeting_room”, “cottage”, “corporate_fare”, “ac_unit”, “family_restroom”, “checkroom”, “other_houses”, “grass”, “all_inclusive”, “airport_shuttle”, “child_care”, “pool”, “beach_access”, “kitchen”, “roofing”, “holiday_village”, “computer”, “payment”, “attach_money”, “local_parking”, “support_agent”, “thumb_up”, “event”, “filter_alt”, “verified”, “dashboard”, “list”, “calendar_today”, “login”, “lightbulb”, “question_answer”, “date_range”, “help”, “paid”, “trending_up”, “article”, “account_balance”]
We tried all of the models and search_model
We have too many results that are returned as “Unknown”
We tried with prompt :
data = {
"prompt": "Read these icons then classify the Text into one of the icons: \n##\nsearch, home, pets, settings, done, account_circle, info, check_circle, delete, shopping_cart, favorite, face, visibility, logout, fingerprint, description, favorite_border, lock, help_outline, language, schedule, manage_accounts, thumb_up, close, menu, expand_more, arrow_back, chevron_right, arrow_forward_ios, arrow_back_ios, arrow_drop_down, cancel, more_vert, arrow_forwar, add, add_circle_outline, add_circle, send, content_copy, clear, save, mail, link, filter_list, remove, inventory_2, insights, create, remove_circle_outline, bolt, sort, inventory, flag, remove_circle, reply, add_box, person, facebook, notifications, groups, people, share, person_outline, school, person_add, public, emoji_events, group, notifications_active, engineering, construction, people, psychology, health_and_safety, travel_explore, emoji_emotions, group_add, notifications_none, edit, navigate_next, photo_camera, image, picture_as_pdf, tune, circle, receipt_long, timer, auto_stories, navigate_before, add_a_photo, auto_awesome, collections, remove_red_eye, palette, music_note, wb_sunny, add_photo_alternate, brush, flash_on, euro, email, location_on, call, phone, chat, business, mail_outline, vpn_key, list, qr_code_scanner, chat_bubble_outline, alternate_email, chat_bubble, forum, textsms, contact_mail, sentiment_satisfied, person_search, message, qr_code, comment, file_download, file_upload, download, folder, local_shipping, place, menu_book, map, local_offer, category, badge, restaurant, directions_car, volunteer_activism, local_fire_department, storefront, apartment, fitness_center, spa, business_center, house, meeting_room, cottage, corporate_fare, ac_unit, family_restroom, checkroom, other_houses, grass, all_inclusive, airport_shuttle, child_care, pool, beach_access, kitchen, roofing, holiday_village, computer, payment, attach_money, local_parking, support_agent, thumb_up, event, filter_alt, verified, dashboard, list, calendar_today, login, lightbulb, visibility_off, question_answer, check_circle_outline, highlight_off, date_range, help, paid, trending_up, article, account_balance, shopping_bag, open_in_new, task_alt, perm_identity, credit_card, arrow_right_alt, history, star_rate, fact_check, build, assignment, verified_user, delete_outline, report_problem, work, autorenew, savings, print, account_balance_wallet, code, view_list, store, today, android, grade, room, power_settings_new, update, receipt, contact_support, explore, accessibility, done_all, account_box, bookmark, shopping_basket, note_add, reorder, thumb_up_off_alt, launch, bookmark_border, payment, done_outline, supervisor_account, touch_app, drag_indicator, assessment, pending_actions, view_in_ar, exit_to_app, zoom_in, leaderboard, pan_tool, timeline, feedback, bug_report, open_in_full, pending, preview, accessibility_new, assignment_ind, stars, flight_takeoff, work_outline, add_task, alarm, dns, book, published_with_changes, card_giftcard, supervised_user_circle, assignment_turned_in, 3d_rotation, gavel, cached, swap_horiz, get_app, record_voice_over, extension, contact_page, label, translate, sync_alt, minimize, space_dashboard, thumb_down, help_center, nightlight_round, trending_flat, hourglass_empty, loyalty, edit_calendar, dashboard_customize, group_work, support, announcement, privacy_tip, euro_symbol, arrow_circle_up, grading, view_headline, book_online, source, sensors, close_fullscreen, copyright, compare_arrows Arrows, query_builder, api, find_in_page, restore, dangerous, table_view, subject, swap_vert, track_changes, bookmarks, settings_phone, redeem, input, backup, build_circle, disabled_by_default, perm_media, toc, circle_notifications, arrow_circle_down, https, swipe, zoom_out, open_with, g_translate, perm_phone_msg, ads_click, wysiwyg, label_important, pageview, file_present, card_membership, perm_contact_calendar, accessible, trending_down, integration_instructions, view_module, model_training, settings_accessibility, production_quantity_limits, upgrade, tips_and_updates, offline_bolt, thumbs_up_down, change_history, calendar_view_month, invert_colors, bookmark_add, class, expand, segment, donut_large, aspect_ratio, settings_backup_restore, important_devices, thumb_down_off_alt, alarm_on, settings_ethernet, opacity, youtube_searched_for, schedule_send, theaters, maximize, commute, addchart, no_accounts, open_in_browser, mark_as_unread, view_column, mediation, view_agenda, unpublished, contactless, not_started, settings_input_antenna, turned_in, anchor, tour, shop, view_week, camera_enhance, history_toggle_off, flight_land, accessible_forward, hide_source, flaky, turned_in_not, settings_voice, settings_input_component, highlight_alt, search_off, settings_remote, fit_screen, view_carousel, assignment_late, pregnant_woman, next_plan, plagiarism, donut_small, hourglass_full, remove_shopping_cart, online_prediction, lock_clock, edit_off, toll, all_inbox, offline_pin, tab, assignment_return, dynamic_form, swap_horizontal_circle, event_seat, view_sidebar, markunread_mailbox, restore_from_trash, outlet, settings_power, request_page, try, rowing, gif, view_quilt, smart_button, vertical_split, hotel_class, play_for_work, alarm_add, card_travel, remove_done, outbox, compress, chrome_reader_modeMode, settings_overscan, wifi_protected_setup, find_replace, settings_brightness, http, comment_bank, polymer, quickreply, spellcheck, settings_bluetooth, backup_table, view_stream, new_label, batch_prediction, data_exploration, view_day, outbound, restore_page, assignment_returned, bookmark_remove, swap_vertical_circle, picture_in_picture, settings_cell, line_weight, send_and_archive, generating_tokens, speaker_notes_off, eject, work_off, free_cancellation\n\nText: \"Powerful API\"\nIcon: computer\n##\nText: \"Premium Support\"\nIcon: sentiment_satisfied\n##\nText: \"Easy to use\"\nIcon: emoji_emotions\n##\nText: \"More Affordable\"\nIcon: attach_money\n##\nText: \"Modern Kitchen\"\nIcon: kitchen\n##\nText: \"Business\"\nIcon: storefront\n##\nText: \"Fast\"\nIcon: bolt\n##\nText: \"Passionate team\"\nIcon: person_outline\n##\nText: \"Free Trial\"\nIcon: person_add\n##\nText: \"Free Parking\"\nIcon: local_parking\n##\nText: \"We love dogs\"\nIcon: pets\n##\nText: \"" + query,
"temperature": 0,
"max_tokens": 20,
"top_p": 0,
"best_of": 2,
"n": 2,
"frequency_penalty": 0,
"presence_penalty": 0,
"stop": ["##"]
};
This regularly returns a new icon that doesn’t exist.
