---
license: unknown
datasets:
- PolyAI/minds14
language:
- en
metrics:
- accuracy
- precision
- recall
- f1
base_model:
- FacebookAI/roberta-base
pipeline_tag: text-classification
model-index:
- name: roBERTa-minds14-en-classifier
  results:
  - task:
      type: text-classification
    dataset:
      name: minds-14
      type: en
    metrics:
    - name: Accuracy
      type: Accuracy
      value: 0.9724
  - task:
      type: text-classification
    dataset:
      name: minds-14
      type: en
    metrics:
    - name: Precision
      type: Precision
      value: 0.9736
  - task:
      type: text-classification
    dataset:
      name: minds-14
      type: en
    metrics:
    - name: Recall
      type: Recall
      value: 0.9724
  - task:
      type: text-classification
    dataset:
      name: minds-14
      type: en
    metrics:
    - name: f1
      type: f1
      value: 0.9724
---


from transformers import pipeline

model = "/content/RoBERTa-mind14-classifier-intent"
classifier = pipeline("text-classification", model=model)

text = "hi what's the maximum amount of money I can withdraw from" # Replace with your desired input text

prediction = classifier(text)
prediction