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README.md

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----
-title: Authormist Humanizer
-emoji: 📊
-colorFrom: pink
-colorTo: yellow
-sdk: gradio
-sdk_version: 5.39.0
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# AuthorMist Humanizer App
+
+This is a Hugging Face Space using the `authormist/authormist-originality` model to humanize AI text.
+It paraphrases input into more human-like writing, reducing AI detection risk.
+
+Model Source: https://huggingface.co/authormist/authormist-originality

app.py

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+import gradio as gr
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_name = "authormist/authormist-originality"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+def humanize_text(text):
+    prompt = f"Please paraphrase the following text to make it human-like:\n\n{text}\n\nParaphrased text:"
+    inputs = tokenizer(prompt, return_tensors="pt")
+    outputs = model.generate(inputs.input_ids, max_new_tokens=512, temperature=0.7, top_p=0.9)
+    response = tokenizer.decode(outputs[0], skip_special_tokens=True)
+    if "Paraphrased text:" in response:
+        return response.split("Paraphrased text:")[1].strip()
+    return response.strip()
+
+gr.Interface(
+    fn=humanize_text,
+    inputs=gr.Textbox(lines=10, placeholder="Paste AI-written text here..."),
+    outputs="text",
+    title="AuthorMist AI Humanizer",
+    description="Turns AI-generated text into human-like writing to reduce detection by tools like GPTZero."
+).launch()

requirements.txt

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+transformers
+torch
+gradio