abhishek
/

autonlp-imdb_eval-71421

Text Classification

Trained with AutoTrain

Inference Endpoints

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Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 71421

Validation Metrics

Loss: 0.4114699363708496
Accuracy: 0.8248248248248248
Precision: 0.8305439330543933
Recall: 0.8085539714867617
AUC: 0.9088033420466026
F1: 0.8194014447884417

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/abhishek/autonlp-imdb_eval-71421

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("abhishek/autonlp-imdb_eval-71421", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("abhishek/autonlp-imdb_eval-71421", use_auth_token=True)

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

outputs = model(**inputs)

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Inference Examples

Text Classification

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Dataset used to train abhishek/autonlp-imdb_eval-71421