Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 675420038
CO2 Emissions (in grams): 2.6332836871905054

Validation Metrics

Loss: 0.8747465014457703
Accuracy: 0.7085201793721974
Macro F1: 0.579743989078862
Micro F1: 0.7085201793721974
Weighted F1: 0.6913786522271296
Macro Precision: 0.5669375905888698
Micro Precision: 0.7085201793721974
Weighted Precision: 0.6760144007300164
Macro Recall: 0.5940655209452201
Micro Recall: 0.7085201793721974
Weighted Recall: 0.7085201793721974

Usage

You can use cURL to access this model:

$ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/ikram54/autotrain-harassement-675420038

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("ikram54/autotrain-harassement-675420038", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("ikram54/autotrain-harassement-675420038", use_auth_token=True)

inputs = tokenizer("I love AutoTrain", return_tensors="pt")

outputs = model(**inputs)