Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 51658122307
CO2 Emissions (in grams): 1.1352

Validation Metrics

Loss: 0.442
Accuracy: 0.807
Macro F1: 0.806
Micro F1: 0.807
Weighted F1: 0.807
Macro Precision: 0.806
Micro Precision: 0.807
Weighted Precision: 0.808
Macro Recall: 0.807
Micro Recall: 0.807
Weighted Recall: 0.807

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/Muhsabrys/autotrain-robertabase_pretweet-51658122307

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Muhsabrys/autotrain-robertabase_pretweet-51658122307", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Muhsabrys/autotrain-robertabase_pretweet-51658122307", use_auth_token=True)

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

outputs = model(**inputs)