justpyschitry/autotrain-Psychiatry_Article_Identifier-990132822

Model Trained Using AutoTrain

• Problem type: Multi-class Classification
• Model ID: 990132822
• CO2 Emissions (in grams): 13.4308931494349

Validation Metrics

• Loss: 0.3777158558368683
• Accuracy: 0.9177471636952999
• Macro F1: 0.9082952086962773
• Micro F1: 0.9177471636952999
• Weighted F1: 0.9175376430905807
• Macro Precision: 0.9175123149319843
• Micro Precision: 0.9177471636952999
• Weighted Precision: 0.9185452324503698
• Macro Recall: 0.9042000199743617
• Micro Recall: 0.9177471636952999
• Weighted Recall: 0.9177471636952999

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/justpyschitry/autotrain-Psychiatry_Article_Identifier-990132822

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("justpyschitry/autotrain-Psychiatry_Article_Identifier-990132822", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("justpyschitry/autotrain-Psychiatry_Article_Identifier-990132822", use_auth_token=True)

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

outputs = model(**inputs)