Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 51662122325
CO2 Emissions (in grams): 1.3536

Validation Metrics

Loss: 0.414
Accuracy: 0.829
Macro F1: 0.826
Micro F1: 0.829
Weighted F1: 0.827
Macro Precision: 0.832
Micro Precision: 0.829
Weighted Precision: 0.830
Macro Recall: 0.824
Micro Recall: 0.829
Weighted Recall: 0.829

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-twhinbase_pretweet-51662122325

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Muhsabrys/autotrain-twhinbase_pretweet-51662122325", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Muhsabrys/autotrain-twhinbase_pretweet-51662122325", use_auth_token=True)

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

outputs = model(**inputs)