readme: ---
  tags:
  - conversational
  ---
  
  # Hank Hill ChatBot
  
  This is an instance of microsoft/DialoGPT-small trained on a tv show character, Hank Hill from King of The Hill. The data comes from a csv file that contains character lines from the first 5 seasons of the show. Updated some portion of the data to accurately show Hank's famous pronunciation of the word "what" with "hwhat". Chat with the model:
  
  ## Issues
  
  Occasionally the chatbot just responds with just multiple '!' characters. The chatbot frequently responds with "I'm not your buddy, pal" to uncomfortable/strange prompts/messages. Still working on a fix for those known issues.
  
  ```Python
  from transformers import AutoTokenizer, AutoModelWithLMHead
    
  tokenizer = AutoTokenizer.from_pretrained("tngo/DialoGPT-small-HankHill")
  
  model = AutoModelWithLMHead.from_pretrained("tngo/DialoGPT-small-HankHill")
  
  # Let's chat for 4 lines
  for step in range(4):
      new_user_input_ids = tokenizer.encode(input(">> User:") + tokenizer.eos_token, return_tensors='pt')
  
      bot_input_ids = torch.cat([chat_history_ids, new_user_input_ids], dim=-1) if step > 0 else new_user_input_ids
  
      chat_history_ids = model.generate(
          bot_input_ids, max_length=200,
          pad_token_id=tokenizer.eos_token_id,  
          no_repeat_ngram_size=3,       
          do_sample=True, 
          top_k=100, 
          top_p=0.7,
          temperature=0.8
      )
      
      print("Hank Hill Bot: {}".format(tokenizer.decode(chat_history_ids[:, bot_input_ids.shape[-1]:][0], skip_special_tokens=True)))
  ```