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ysslang/autonlp-test-459011902

sourceHugging Faceupdated 5y agoView on Hugging Face
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Model Card

Model Trained Using AutoNLP

  • —Problem type: Multi-class Classification
  • —Model ID: 459011902
  • —CO2 Emissions (in grams): 10.9230691350863

Validation Metrics

  • —Loss: 0.7189690470695496
  • —Accuracy: 0.7453263867606497
  • —Macro F1: 0.630810193227066
  • —Micro F1: 0.7453263867606497
  • —Weighted F1: 0.7399327942874923
  • —Macro Precision: 0.656237447101913
  • —Micro Precision: 0.7453263867606497
  • —Weighted Precision: 0.7410161412822164
  • —Macro Recall: 0.6340140718425453
  • —Micro Recall: 0.7453263867606497
  • —Weighted Recall: 0.7453263867606497

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/ysslang/autonlp-test-459011902

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("ysslang/autonlp-test-459011902", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("ysslang/autonlp-test-459011902", use_auth_token=True)

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

outputs = model(**inputs)