Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 56013130185
CO2 Emissions (in grams): 0.3353

Validation Metrics

Loss: 1.123
Accuracy: 0.501
Macro F1: 0.370
Micro F1: 0.501
Weighted F1: 0.458
Macro Precision: 0.564
Micro Precision: 0.501
Weighted Precision: 0.548
Macro Recall: 0.381
Micro Recall: 0.501
Weighted Recall: 0.501

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/Venkatakrishnan-Ramesh/autotrain-hate-speech-56013130185

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Venkatakrishnan-Ramesh/autotrain-hate-speech-56013130185", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Venkatakrishnan-Ramesh/autotrain-hate-speech-56013130185", use_auth_token=True)

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

outputs = model(**inputs)