readme: ---
  language: "en"
  tags:
  - buy-intent
  - sell-intent
  - consumer-intent
  widget:
  - text: "Can you please share pictures for Face Shields ? We are looking for large quantity pcs"
  ---
  # Buy vs Sell Intent Classifier
  | Train Loss    | Validation Acc.| Test Acc.|
  | ------------- |:-------------: | -----:   |
  | 0.013      | 0.988  | 0.992    |
  
  # Sample Intents for Testings
  LABEL_0 => **"SELLING_INTENT"** <br/>
  LABEL_1 => **"BUYING_INTENT"**
  
  ## Buying Intents
  - I am interested in this style of PGN-ES-D-6150 /Direct drive energy saving servo motor price and in doing business with you. Could you please send me the quotation
  - Hi, I am looking for a supplier of calcium magnesium carbonate fertilizer. Can you send 1 bag sample via air freight to the USA?
  - I am looking for the purple ombre dress with floral bodice in a size 12 for my wedding in June this year
  - we are interested in your Corned Beef. do you have any quality assurance certificates? looking forward to hearing from you.
  - I would like to know if pet nail clippers are of high quality. And if you would send a free sample?
  
  ## Selling Intents
  - Black full body massage chair for sale.
  - Boiler over 7 years old
  - Polyester trousers black, size 24.
  - Oliver Twist £1, German Dictionary 50p (Cold War s0ld), Penguin Plays £1, post by arrangement. The bundle price is £2. Will separate (Twelfth Night and Sketch B&W Sold)
  - Brand new Royal Doulton bone China complete Dinner Service comprising 55 pieces including coffee pot and cups. (6 PLACE SETTING) ! 'Diana' design delicate pattern.
  
  
  ## Usage in Transformers
  
  ```python
  from transformers import AutoTokenizer, AutoModelForSequenceClassification
    
  tokenizer = AutoTokenizer.from_pretrained("obsei-ai/sell-buy-intent-classifier-bert-mini")
  
  model = AutoModelForSequenceClassification.from_pretrained("obsei-ai/sell-buy-intent-classifier-bert-mini")
  ```
  
  ## <p style='color:red'>Due to the privacy reasons, I unfortunately can't share the dataset and its splits.</p>