milyiyo/autotrain-iptc-classification-v3-41985107904

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 41985107904
• CO2 Emissions (in grams): 0.7706

Validation Metrics

• Loss: 1.325
• Accuracy: 0.744
• Macro F1: 0.529
• Micro F1: 0.744
• Weighted F1: 0.690
• Macro Precision: 0.554
• Micro Precision: 0.744
• Weighted Precision: 0.680
• Macro Recall: 0.545
• Micro Recall: 0.744
• Weighted Recall: 0.744

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/milyiyo/autotrain-iptc-classification-v3-41985107904

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("milyiyo/autotrain-iptc-classification-v3-41985107904", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("milyiyo/autotrain-iptc-classification-v3-41985107904", use_auth_token=True)

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

outputs = model(**inputs)