Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 753423062
CO2 Emissions (in grams): 15.91710539314839

Validation Metrics

Loss: 0.5205655694007874
Accuracy: 0.7746741154562383
Macro F1: 0.5796696218586866
Micro F1: 0.7746741154562382
Weighted F1: 0.7602379277947592
Macro Precision: 0.6976905233970596
Micro Precision: 0.7746741154562383
Weighted Precision: 0.7628815999440115
Macro Recall: 0.557144871405371
Micro Recall: 0.7746741154562383
Weighted Recall: 0.7746741154562383

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/crcb/autotrain-imp_hs-753423062

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("crcb/autotrain-imp_hs-753423062", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("crcb/autotrain-imp_hs-753423062", use_auth_token=True)

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

outputs = model(**inputs)