Bhaddy392 commited on
Commit
310141c
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1 Parent(s): 1cc4b6a

Update app.py

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Files changed (1) hide show
  1. app.py +19 -1
app.py CHANGED
@@ -1,6 +1,24 @@
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  import gradio as gr
 
 
 
 
 
 
 
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  def chat(message, history):
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- return f"Queen: {message}"
 
 
 
 
 
 
 
 
 
 
 
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  gr.ChatInterface(fn=chat).launch()
 
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  import gradio as gr
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+ from transformers import AutoModelForCausalLM, AutoTokenizer
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+ import torch
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+
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+ model_name = "microsoft/DialoGPT-medium"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+ model = AutoModelForCausalLM.from_pretrained(model_name)
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  def chat(message, history):
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+ if not message:
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+ return ""
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+
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+ new_user_input_ids = tokenizer.encode(message + tokenizer.eos_token, return_tensors='pt')
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+
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+ bot_input_ids = new_user_input_ids
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+
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+ chat_history_ids = model.generate(bot_input_ids, max_length=200, pad_token_id=tokenizer.eos_token_id)
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+
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+ response = tokenizer.decode(chat_history_ids[:, bot_input_ids.shape[-1]:][0], skip_special_tokens=True)
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+
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+ return response
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  gr.ChatInterface(fn=chat).launch()