readme: ---
  language: en
  license: mit
  tags:
  - multi-label
  widget:
  - text: "I would like to return these pants and shoes"
  ---
  
  ### Description
  A Multi-label text classification model trained on a customer feedback data using DistilBert.
  Possible labels are:
  - Delivery (delivery status, time of arrival, etc.)
  - Return (return confirmation, return label requests, etc.)
  - Product (quality, complaint, etc.)
  - Monetary (pending transactions, refund, etc.)
  
  ### Usage
  ```
  from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
    tokenizer = AutoTokenizer.from_pretrained("CouchCat/ma_mlc_v7_distil")
    
    model = AutoModelForSequenceClassification.from_pretrained("CouchCat/ma_mlc_v7_distil") 
  ```