Text Classification
Joblib
sentence-transformers
English
scikit-learn
intent-classification
clinc150
out-of-scope-detection
linear-svc
Instructions to use Amitava25/clinc150-mpnet-oos with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use Amitava25/clinc150-mpnet-oos with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Amitava25/clinc150-mpnet-oos") sentences = [ "The weather is lovely today.", "It's so sunny outside!", "He drove to the stadium." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [3, 3] - Notebooks
- Google Colab
- Kaggle
| { | |
| "0": "accept reservations", | |
| "1": "account blocked", | |
| "10": "book hotel", | |
| "100": "report lost card", | |
| "101": "reset settings", | |
| "102": "restaurant reservation", | |
| "103": "restaurant reviews", | |
| "104": "restaurant suggestion", | |
| "105": "rewards balance", | |
| "106": "roll dice", | |
| "107": "rollover 401k", | |
| "108": "routing", | |
| "109": "schedule maintenance", | |
| "11": "calculator", | |
| "110": "schedule meeting", | |
| "111": "share location", | |
| "112": "shopping list", | |
| "113": "shopping list update", | |
| "114": "smart home", | |
| "115": "spelling", | |
| "116": "spending history", | |
| "117": "sync device", | |
| "118": "taxes", | |
| "119": "tell joke", | |
| "12": "calendar", | |
| "120": "text", | |
| "121": "thank you", | |
| "122": "time", | |
| "123": "timer", | |
| "124": "timezone", | |
| "125": "tire change", | |
| "126": "tire pressure", | |
| "127": "todo list", | |
| "128": "todo list update", | |
| "129": "traffic", | |
| "13": "calendar update", | |
| "130": "transactions", | |
| "131": "transfer", | |
| "132": "translate", | |
| "133": "travel alert", | |
| "134": "travel notification", | |
| "135": "travel suggestion", | |
| "136": "uber", | |
| "137": "update playlist", | |
| "138": "user name", | |
| "139": "vaccines", | |
| "14": "calories", | |
| "140": "w2", | |
| "141": "weather", | |
| "142": "what are your hobbies", | |
| "143": "what can i ask you", | |
| "144": "what is your name", | |
| "145": "what song", | |
| "146": "where are you from", | |
| "147": "whisper mode", | |
| "148": "who do you work for", | |
| "149": "who made you", | |
| "15": "cancel", | |
| "150": "yes", | |
| "16": "cancel reservation", | |
| "17": "car rental", | |
| "18": "card declined", | |
| "19": "carry on", | |
| "2": "alarm", | |
| "20": "change accent", | |
| "21": "change ai name", | |
| "22": "change language", | |
| "23": "change speed", | |
| "24": "change user name", | |
| "25": "change volume", | |
| "26": "confirm reservation", | |
| "27": "cook time", | |
| "28": "credit limit", | |
| "29": "credit limit change", | |
| "3": "application status", | |
| "30": "credit score", | |
| "31": "current location", | |
| "32": "damaged card", | |
| "33": "date", | |
| "34": "definition", | |
| "35": "direct deposit", | |
| "36": "directions", | |
| "37": "distance", | |
| "38": "do you have pets", | |
| "39": "exchange rate", | |
| "4": "apr", | |
| "40": "expiration date", | |
| "41": "find phone", | |
| "42": "flight status", | |
| "43": "flip coin", | |
| "44": "food last", | |
| "45": "freeze account", | |
| "46": "fun fact", | |
| "47": "gas", | |
| "48": "gas type", | |
| "49": "goodbye", | |
| "5": "are you a bot", | |
| "50": "greeting", | |
| "51": "how busy", | |
| "52": "how old are you", | |
| "53": "improve credit score", | |
| "54": "income", | |
| "55": "ingredient substitution", | |
| "56": "ingredients list", | |
| "57": "insurance", | |
| "58": "insurance change", | |
| "59": "interest rate", | |
| "6": "balance", | |
| "60": "international fees", | |
| "61": "international visa", | |
| "62": "jump start", | |
| "63": "last maintenance", | |
| "64": "lost luggage", | |
| "65": "make call", | |
| "66": "maybe", | |
| "67": "meal suggestion", | |
| "68": "meaning of life", | |
| "69": "measurement conversion", | |
| "7": "bill balance", | |
| "70": "meeting schedule", | |
| "71": "min payment", | |
| "72": "mpg", | |
| "73": "new card", | |
| "74": "next holiday", | |
| "75": "next song", | |
| "76": "no", | |
| "77": "nutrition info", | |
| "78": "oil change how", | |
| "79": "oil change when", | |
| "8": "bill due", | |
| "80": "oos", | |
| "81": "order", | |
| "82": "order checks", | |
| "83": "order status", | |
| "84": "pay bill", | |
| "85": "payday", | |
| "86": "pin change", | |
| "87": "play music", | |
| "88": "plug type", | |
| "89": "pto balance", | |
| "9": "book flight", | |
| "90": "pto request", | |
| "91": "pto request status", | |
| "92": "pto used", | |
| "93": "recipe", | |
| "94": "redeem rewards", | |
| "95": "reminder", | |
| "96": "reminder update", | |
| "97": "repeat", | |
| "98": "replacement card duration", | |
| "99": "report fraud" | |
| } | |