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Model Trained Using AutoNLP
- Problem type: Binary Classification
- Model ID: 407910458
- CO2 Emissions (in grams): 9.72797586719897
Validation Metrics
- Loss: 0.20907048881053925
- Accuracy: 0.9119825708061002
- Precision: 0.8912721893491125
- Recall: 0.9563492063492064
- AUC: 0.9698454873092555
- F1: 0.9226646248085759
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 AutoNLP"}' https://api-inference.huggingface.co/models/nurkayevaa/autonlp-bert-covid-407910458
Or Python API:
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("nurkayevaa/autonlp-bert-covid-407910458", use_auth_token=True)
tokenizer = AutoTokenizer.from_pretrained("nurkayevaa/autonlp-bert-covid-407910458", use_auth_token=True)
inputs = tokenizer("I love AutoNLP", return_tensors="pt")
outputs = model(**inputs)
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