Model Trained Using AutoTrain

Problem type: Multi-class Classification
Model ID: 2710380899
CO2 Emissions (in grams): 0.0199

Validation Metrics

Loss: 1.770
Accuracy: 0.434
Macro F1: 0.238
Micro F1: 0.434
Weighted F1: 0.385
Macro Precision: 0.310
Micro Precision: 0.434
Weighted Precision: 0.397
Macro Recall: 0.241
Micro Recall: 0.434
Weighted Recall: 0.434

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/jusgowiturs/autotrain-tamil_emotion_11_tamilbert-2710380899

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("jusgowiturs/autotrain-tamil_emotion_11_tamilbert-2710380899", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("jusgowiturs/autotrain-tamil_emotion_11_tamilbert-2710380899", use_auth_token=True)

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

outputs = model(**inputs)