yash19811441 commited on
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  1. app.py +15 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline, AutoTokenizer, AutoModelForSeq2SeqLM
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+
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+ model_name = "mrm8488/t5-base-finetuned-common_gen"
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+
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+ tokenizer = AutoTokenizer.from_pretrained(model_name, use_fast=False) # 🛠️ Force slow tokenizer
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+ model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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+ pipe = pipeline("text2text-generation", model=model, tokenizer=tokenizer)
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+
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+ def enhance(text):
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+ prompt = f"paraphrase: {text}"
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+ result = pipe(prompt, max_length=128, num_return_sequences=1, do_sample=True)[0]['generated_text']
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+ return result
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+
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+ gr.Interface(fn=enhance, inputs="text", outputs="text", title="AI Text Enhancer").launch()
requirements.txt ADDED
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+ transformers
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+ torch
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+ gradio