juliensimon
/

autonlp-imdb-demo-hf-16622767

Text Classification

Trained with AutoTrain

Inference Endpoints

Model card Files Files and versions Community

Edit model card

YAML Metadata Error: "tags" must be an array

Model Trained Using AutoNLP

Problem type: Binary Classification
Model ID: 16622767

Validation Metrics

Loss: 0.20029613375663757
Accuracy: 0.9256
Precision: 0.9090909090909091
Recall: 0.9466984884645983
AUC: 0.979257749523025
F1: 0.9275136399064692

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-16622767

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("juliensimon/autonlp-imdb-demo-hf-16622767", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("juliensimon/autonlp-imdb-demo-hf-16622767", use_auth_token=True)

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

outputs = model(**inputs)

Downloads last month: 20

Inference Examples

Text Classification

This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for juliensimon/autonlp-imdb-demo-hf-16622767

Adapters