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add input number
Browse files
app.py
CHANGED
@@ -11,7 +11,8 @@ tokenizer = GPT2Tokenizer.from_pretrained('microsoft/DialoGPT-medium')
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original_model = GPT2LMHeadModel.from_pretrained('microsoft/DialoGPT-medium')
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fine_tuned_model = GPT2LMHeadModel.from_pretrained('zmbfeng/FineTune-1')
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def create_response_original(input_str):
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#output_raw= generator(input_str)
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"""print (output_raw)"""
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@@ -32,7 +33,7 @@ def create_response_fine_tuned(input_str):
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#output_str = tokenizer.decode(model.generate(**tokenizer("What are John West's hobbies?"+tokenizer.eos_token,return_tensors="pt",max_length=200))[0])
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output_str = tokenizer.decode(fine_tuned_model.generate(**tokenizer(input_str+tokenizer.eos_token,return_tensors="pt",max_length=200))[0])
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return (output_str)
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interface1 = gr.Interface(fn=create_response_original, inputs="text", outputs="text", title="Original")
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interface2 = gr.Interface(fn=create_response_fine_tuned, inputs="text", outputs="text", title="Fine Tuned")
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demo = gr.TabbedInterface([interface1, interface2], ["Original", "Fine Tuned"])
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# with gr.Blocks() as demo:
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original_model = GPT2LMHeadModel.from_pretrained('microsoft/DialoGPT-medium')
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fine_tuned_model = GPT2LMHeadModel.from_pretrained('zmbfeng/FineTune-1')
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def create_response_original(input_str, input_num):
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print ("input_num="+str(num))
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#output_raw= generator(input_str)
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"""print (output_raw)"""
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#output_str = tokenizer.decode(model.generate(**tokenizer("What are John West's hobbies?"+tokenizer.eos_token,return_tensors="pt",max_length=200))[0])
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output_str = tokenizer.decode(fine_tuned_model.generate(**tokenizer(input_str+tokenizer.eos_token,return_tensors="pt",max_length=200))[0])
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return (output_str)
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interface1 = gr.Interface(fn=create_response_original, inputs=["text","number"], outputs="text", title="Original")
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interface2 = gr.Interface(fn=create_response_fine_tuned, inputs="text", outputs="text", title="Fine Tuned")
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demo = gr.TabbedInterface([interface1, interface2], ["Original", "Fine Tuned"])
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# with gr.Blocks() as demo:
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