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da7b1b8
1
Parent(s):
4d402e1
Update app.py
Browse files
app.py
CHANGED
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@@ -20,7 +20,7 @@ model = BlenderbotForConditionalGeneration.from_pretrained("facebook/blenderbot-
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def predict(input, history=[]):
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# tokenize the new input sentence
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new_user_input_ids = tokenizer.encode(input
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# append the new user input tokens to the chat history
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bot_input_ids = torch.cat([torch.LongTensor(history), new_user_input_ids], dim=-1)
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@@ -29,8 +29,8 @@ def predict(input, history=[]):
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history = model.generate(bot_input_ids, max_length=1000, pad_token_id=tokenizer.eos_token_id).tolist()
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# convert the tokens to text, and then split the responses into the right format
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response = tokenizer.decode(history[0])
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return response, history
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gr.Interface(
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def predict(input, history=[]):
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# tokenize the new input sentence
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new_user_input_ids = tokenizer.encode(input, return_tensors='pt')
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# append the new user input tokens to the chat history
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bot_input_ids = torch.cat([torch.LongTensor(history), new_user_input_ids], dim=-1)
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history = model.generate(bot_input_ids, max_length=1000, pad_token_id=tokenizer.eos_token_id).tolist()
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# convert the tokens to text, and then split the responses into the right format
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response = tokenizer.decode(history[0]).split("<|endoftext|>")
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response = [(response[i], response[i+1]) for i in range(0, len(response)-1, 2)] # convert to tuples of list
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return response, history
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gr.Interface(
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