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Update app.py
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app.py
CHANGED
@@ -1,13 +1,21 @@
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import gradio as gr
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from transformers import pipeline
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def predict(text):
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text = text.strip()
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out_text =
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out_text = "<p>" + out_text + "</p>"
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out_text = out_text.replace(text, text + "<b><span style='background-color: #ffffcc;'>")
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out_text = out_text + "</span></b>"
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import gradio as gr
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from transformers import pipeline
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from transformers import AutoTokenizer, AutoModelForCausalLM
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tokenizer = AutoTokenizer.from_pretrained("facebook/galactica-125m")
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model = AutoModelForCausalLM.from_pretrained("facebook/galactica-125m")
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text2text_generator = pipeline("text-generation", model=model, tokenizer=tokenizer, num_workers=4, device=0)
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def predict(text):
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text = text.strip()
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out_text = text2text_generator(input_text, max_length=384,
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temperature=0.7,
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do_sample=True,
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eos_token_id = tokenizer.eos_token_id,
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bos_token_id = tokenizer.bos_token_id,
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pad_token_id = tokenizer.pad_token_id,
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)[0]['generated_text']
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out_text = "<p>" + out_text + "</p>"
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out_text = out_text.replace(text, text + "<b><span style='background-color: #ffffcc;'>")
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out_text = out_text + "</span></b>"
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