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

RoBERTa-Banking77 trained using autoNLP

  • Problem type: Multi-class Classification

Validation Metrics

  • Loss: 0.27382662892341614
  • Accuracy: 0.935064935064935
  • Macro F1: 0.934939412967268
  • Micro F1: 0.935064935064935
  • Weighted F1: 0.934939412967268
  • Macro Precision: 0.9372295644352715
  • Micro Precision: 0.935064935064935
  • Weighted Precision: 0.9372295644352717
  • Macro Recall: 0.9350649350649349
  • Micro Recall: 0.935064935064935
  • Weighted Recall: 0.935064935064935

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/philschmid/RoBERTa-Banking77

Or Python API:

from transformers import AutoTokenizer, AutoModelForSequenceClassification, pipeline

model_id = 'philschmid/RoBERTa-Banking77'
tokenizer = AutoTokenizer.from_pretrained(model_id)

model = AutoModelForSequenceClassification.from_pretrained(model_id)
classifier = pipeline('text-classification', tokenizer=tokenizer, model=model)
classifier('What is the base of the exchange rates?')
Downloads last month
13
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.

Dataset used to train philschmid/RoBERTa-Banking77

Evaluation results