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import gradio as gr | |
from simplet5 import SimpleT5 | |
model = SimpleT5() | |
model.from_pretrained(model_type="t5", model_name="t5-base") | |
def summarize(text_input): | |
if text_input == None: | |
return None | |
model.load_model("data.pkl", use_gpu=False) | |
text_to_summarize = """summarize: """ + text_input | |
predicted_output = model.predict(text_to_summarize) | |
return predicted_output | |
text_i = gr.inputs.Textbox(lines=10, placeholder="Enter text", label="Text") | |
iface = gr.Interface(fn = summarize, inputs = text_i, outputs="textbox") | |
iface.launch() |