Model Trained Using AutoNLP

Problem type: Multi-class Classification
Model ID: 625717986
CO2 Emissions (in grams): 68.73074770596023

Validation Metrics

Loss: 0.859463632106781
Accuracy: 0.6118427330852181
Macro F1: 0.6112554383858383
Micro F1: 0.6118427330852181
Weighted F1: 0.6112706859556324
Macro Precision: 0.6121119616189625
Micro Precision: 0.6118427330852181
Weighted Precision: 0.6121068719118146
Macro Recall: 0.6118067898609261
Micro Recall: 0.6118427330852181
Weighted Recall: 0.6118427330852181

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/Someshfengde/autonlp-kaggledays-625717986

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Someshfengde/autonlp-kaggledays-625717986", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Someshfengde/autonlp-kaggledays-625717986", use_auth_token=True)

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

outputs = model(**inputs)