Text Classification
Transformers
Safetensors
English
bert
MiniLM
MiniLM-L12
Intent-Matching
Intent
text-embeddings-inference
Instructions to use Kami0867/MiniLM-L12-Intent-Matching with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Kami0867/MiniLM-L12-Intent-Matching with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Kami0867/MiniLM-L12-Intent-Matching")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Kami0867/MiniLM-L12-Intent-Matching") model = AutoModelForSequenceClassification.from_pretrained("Kami0867/MiniLM-L12-Intent-Matching", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download validation_per_intent_accuracy.csv from Kami0867/MiniLM-L12-Intent-Matching: direct link, hf CLI and curl.
- Browser
- Download file 3.21 kB
-
https://huggingface.co/Kami0867/MiniLM-L12-Intent-Matching/resolve/main/validation_per_intent_accuracy.csv
- Command line
-
hf download hf://Kami0867/MiniLM-L12-Intent-Matching/validation_per_intent_accuracy.csv
-
curl -L -o validation_per_intent_accuracy.csv https://huggingface.co/Kami0867/MiniLM-L12-Intent-Matching/resolve/main/validation_per_intent_accuracy.csv
3.21 kB
| intent,support,accuracy | |
| expiration_date,20,0.7 | |
| restaurant_reservation,20,0.75 | |
| reminder,20,0.75 | |
| nutrition_info,20,0.75 | |
| yes,20,0.75 | |
| oos,132,0.7575757575757576 | |
| payday,20,0.8 | |
| change_accent,20,0.8 | |
| new_card,20,0.85 | |
| text,20,0.85 | |
| transactions,20,0.85 | |
| accept_reservations,20,0.85 | |
| travel_suggestion,20,0.85 | |
| update_playlist,20,0.85 | |
| play_music,20,0.9 | |
| calendar,20,0.9 | |
| pto_request_status,20,0.9 | |
| meaning_of_life,20,0.9 | |
| schedule_maintenance,20,0.9 | |
| order_status,20,0.9 | |
| ingredient_substitution,20,0.9 | |
| gas,20,0.9 | |
| definition,20,0.9 | |
| balance,20,0.9 | |
| user_name,20,0.9 | |
| what_are_your_hobbies,20,0.9 | |
| cook_time,20,0.95 | |
| current_location,20,0.95 | |
| distance,20,0.95 | |
| gas_type,20,0.95 | |
| income,20,0.95 | |
| last_maintenance,20,0.95 | |
| min_payment,20,0.95 | |
| redeem_rewards,20,0.95 | |
| order,20,0.95 | |
| no,20,0.95 | |
| share_location,20,0.95 | |
| report_fraud,20,0.95 | |
| shopping_list,20,0.95 | |
| reminder_update,20,0.95 | |
| shopping_list_update,20,0.95 | |
| todo_list,20,0.95 | |
| plug_type,20,0.95 | |
| restaurant_reviews,20,0.95 | |
| calendar_update,20,0.95 | |
| account_blocked,20,0.95 | |
| cancel_reservation,20,0.95 | |
| bill_balance,20,0.95 | |
| transfer,20,0.95 | |
| what_is_your_name,20,0.95 | |
| who_made_you,20,0.95 | |
| where_are_you_from,20,0.95 | |
| todo_list_update,20,0.95 | |
| weather,20,0.95 | |
| travel_notification,20,0.95 | |
| translate,20,0.95 | |
| credit_score,20,0.95 | |
| traffic,20,0.95 | |
| greeting,20,0.95 | |
| credit_limit,20,1.0 | |
| change_user_name,20,1.0 | |
| change_ai_name,20,1.0 | |
| change_language,20,1.0 | |
| change_speed,20,1.0 | |
| jump_start,20,1.0 | |
| international_visa,20,1.0 | |
| international_fees,20,1.0 | |
| interest_rate,20,1.0 | |
| insurance,20,1.0 | |
| insurance_change,20,1.0 | |
| ingredients_list,20,1.0 | |
| how_old_are_you,20,1.0 | |
| goodbye,20,1.0 | |
| improve_credit_score,20,1.0 | |
| how_busy,20,1.0 | |
| find_phone,20,1.0 | |
| flip_coin,20,1.0 | |
| food_last,20,1.0 | |
| freeze_account,20,1.0 | |
| fun_fact,20,1.0 | |
| damaged_card,20,1.0 | |
| date,20,1.0 | |
| directions,20,1.0 | |
| direct_deposit,20,1.0 | |
| do_you_have_pets,20,1.0 | |
| flight_status,20,1.0 | |
| exchange_rate,20,1.0 | |
| car_rental,20,1.0 | |
| oil_change_when,20,1.0 | |
| oil_change_how,20,1.0 | |
| next_holiday,20,1.0 | |
| next_song,20,1.0 | |
| mpg,20,1.0 | |
| maybe,20,1.0 | |
| lost_luggage,20,1.0 | |
| meal_suggestion,20,1.0 | |
| pto_used,20,1.0 | |
| recipe,20,1.0 | |
| pto_balance,20,1.0 | |
| pto_request,20,1.0 | |
| pay_bill,20,1.0 | |
| order_checks,20,1.0 | |
| pin_change,20,1.0 | |
| make_call,20,1.0 | |
| meeting_schedule,20,1.0 | |
| measurement_conversion,20,1.0 | |
| restaurant_suggestion,20,1.0 | |
| rewards_balance,20,1.0 | |
| report_lost_card,20,1.0 | |
| reset_settings,20,1.0 | |
| replacement_card_duration,20,1.0 | |
| repeat,20,1.0 | |
| schedule_meeting,20,1.0 | |
| credit_limit_change,20,1.0 | |
| change_volume,20,1.0 | |
| confirm_reservation,20,1.0 | |
| book_flight,20,1.0 | |
| carry_on,20,1.0 | |
| card_declined,20,1.0 | |
| calculator,20,1.0 | |
| cancel,20,1.0 | |
| calories,20,1.0 | |
| book_hotel,20,1.0 | |
| bill_due,20,1.0 | |
| apr,20,1.0 | |
| are_you_a_bot,20,1.0 | |
| application_status,20,1.0 | |
| alarm,20,1.0 | |
| tire_pressure,20,1.0 | |
| tire_change,20,1.0 | |
| timezone,20,1.0 | |
| timer,20,1.0 | |
| thank_you,20,1.0 | |
| time,20,1.0 | |
| taxes,20,1.0 | |
| tell_joke,20,1.0 | |
| spelling,20,1.0 | |
| smart_home,20,1.0 | |
| sync_device,20,1.0 | |
| spending_history,20,1.0 | |
| rollover_401k,20,1.0 | |
| roll_dice,20,1.0 | |
| routing,20,1.0 | |
| travel_alert,20,1.0 | |
| what_can_i_ask_you,20,1.0 | |
| w2,20,1.0 | |
| uber,20,1.0 | |
| vaccines,20,1.0 | |
| whisper_mode,20,1.0 | |
| what_song,20,1.0 | |
| who_do_you_work_for,20,1.0 | |