Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2396974951
CO2 Emissions (in grams): 2.8093

Validation Metrics

Loss: 0.635
Accuracy: 0.840
Macro F1: 0.834
Micro F1: 0.840
Weighted F1: 0.837
Macro Precision: 0.839
Micro Precision: 0.840
Weighted Precision: 0.840
Macro Recall: 0.836
Micro Recall: 0.840
Weighted Recall: 0.840

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/sabhashanki/autotrain-topic-prediction-latest-2396974951

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("sabhashanki/autotrain-topic-prediction-latest-2396974951", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("sabhashanki/autotrain-topic-prediction-latest-2396974951", use_auth_token=True)

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

outputs = model(**inputs)