milyiyo/autotrain-iptc-classification-v4-42015107919

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 42015107919
• CO2 Emissions (in grams): 0.8455

Validation Metrics

• Loss: 1.231
• Accuracy: 0.758
• Macro F1: 0.531
• Micro F1: 0.758
• Weighted F1: 0.708
• Macro Precision: 0.532
• Micro Precision: 0.758
• Weighted Precision: 0.685
• Macro Recall: 0.553
• Micro Recall: 0.758
• Weighted Recall: 0.758

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-v4-42015107919

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("milyiyo/autotrain-iptc-classification-v4-42015107919", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("milyiyo/autotrain-iptc-classification-v4-42015107919", use_auth_token=True)

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

outputs = model(**inputs)