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Create app.py

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  1. app.py +18 -0
app.py ADDED
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+ import gradio as gr
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+ import transformers
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+ from transformers import AutoModelForCausalLM, AutoModelWithLMHead, AutoTokenizer, pipeline
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+ from transformers import GPT2Tokenizer, GPT2Model
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+
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+
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+ general_model = AutoModelForCausalLM.from_pretrained('gpt2')
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+ general_generator = pipeline("text-generation", model=general_model, tokenizer="gpt2")
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+ general_result = general_generator("Today is ", max_length=700)
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+ general_result[0]["generated_text"]
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+
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+
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+ def generator(start_your_text = ''):
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+ result = general_generator(start_your_text)
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+ return result[0]["generated_text"]
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+
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+ iface = gr.Interface(fn=generator, inputs="text", outputs="text")
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+ iface.launch()