juliensimon
/

autonlp-imdb-demo-hf-16622775

Text Classification

Trained with AutoTrain

Inference Endpoints

Model card Files Files and versions Community

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Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 16622775

Validation Metrics

Loss: 0.18653589487075806
Accuracy: 0.9408
Precision: 0.9537643207855974
Recall: 0.9272076372315036
AUC: 0.985847396174344
F1: 0.9402985074626865

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/juliensimon/autonlp-imdb-demo-hf-16622775

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("juliensimon/autonlp-imdb-demo-hf-16622775", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("juliensimon/autonlp-imdb-demo-hf-16622775", 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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