Edit model card
YAML Metadata Error: "tags" must be an array

Model Trained Using AutoNLP

  • Problem type: Multi-class Classification
  • Model ID: 29016523
  • CO2 Emissions (in grams): 3.273303707756322

Validation Metrics

  • Loss: 0.6093757748603821
  • Accuracy: 0.8333333333333334
  • Macro F1: 0.7937936978656889
  • Micro F1: 0.8333333333333334
  • Weighted F1: 0.8239843785760546
  • Macro Precision: 0.8988882462566673
  • Micro Precision: 0.8333333333333334
  • Weighted Precision: 0.8404982541824647
  • Macro Recall: 0.7805142534864643
  • Micro Recall: 0.8333333333333334
  • Weighted Recall: 0.8333333333333334

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/Jush/autonlp-bp-29016523

Or Python API:

from transformers import AutoModelForSequenceClassification, AutoTokenizer

model = AutoModelForSequenceClassification.from_pretrained("Jush/autonlp-bp-29016523", use_auth_token=True)

tokenizer = AutoTokenizer.from_pretrained("Jush/autonlp-bp-29016523", use_auth_token=True)

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

outputs = model(**inputs)
Downloads last month
17
Inference Examples
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.