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- # 🧠 IPAD — Inverse Prompt for AI Detection
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-
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- > **Fine-tuned Phi-3-Medium-128k-Instruct with LoRA using [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory)**
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- > Author: [@bellafc](https://huggingface.co/bellafc)
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-
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- ---
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-
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  ## 📘 Overview
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  Large Language Models (LLMs) have achieved human-level fluency in text generation, making it increasingly difficult to distinguish between human- and AI-authored content.
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  ---
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- ## ⚙️ Model Details
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-
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- | Property | Description |
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- |-----------|-------------|
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- | **Base model** | [`microsoft/Phi-3-medium-128k-instruct`](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct) |
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- | **Architecture** | Decoder-only Transformer |
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- | **Fine-tuning** | LoRA (rank-8, α=16, dropout=0.05) |
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- | **Context length** | 128k tokens |
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- | **Framework** | [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory) |
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- | **Task** | AI Text Detection (Discriminator) |
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- | **Language** | English |
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- | **License** | Apache 2.0 |
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- | **Author** | [@bellafc](https://huggingface.co/bellafc) |
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-
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- ---
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-
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  ## 🚀 Quick Usage
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  ### 🧩 Prompt Inverter
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  yes_token_id = tokenizer(" yes", add_special_tokens=False).input_ids[0]
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  print("Generated:", generated_text)
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  print(f"P('yes') = {probs[0, yes_token_id].item():.4f}")
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- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## 📘 Overview
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  Large Language Models (LLMs) have achieved human-level fluency in text generation, making it increasingly difficult to distinguish between human- and AI-authored content.
 
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  ---
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  ## 🚀 Quick Usage
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  ### 🧩 Prompt Inverter
 
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  yes_token_id = tokenizer(" yes", add_special_tokens=False).input_ids[0]
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  print("Generated:", generated_text)
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  print(f"P('yes') = {probs[0, yes_token_id].item():.4f}")
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+ ```
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+
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+ ---
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+
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+ ## ⚙️ Model Details
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+
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+ | Property | Description |
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+ |-----------|-------------|
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+ | **Base model** | [`microsoft/Phi-3-medium-128k-instruct`](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct) |
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+ | **Context length** | 128k tokens |
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+ | **Framework** | [LLaMA-Factory](https://github.com/hiyouga/LLaMA-Factory) |
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+ | **Task** | AI Text Detection (Discriminator) |
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+ | **Language** | English |
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+ | **License** | Apache 2.0 |
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+ | **Author** | [@bellafc](https://huggingface.co/bellafc) |