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title: Path D Adversarial Humanizer
emoji: 🧠
colorFrom: green
colorTo: blue
sdk: docker
app_port: 7860

Path D Adversarial Humanizer

Adversarial paraphrasing inference Space for the humanizer-v3 spec (Path D). Paraphraser = Qwen3-4B (4-bit) + optional LoRA. Guidance detector = roberta-large-openai-detector. Per-token autoregressive loop with detector-guided argmin selection.

Endpoint

POST /generate with payload {prompt_text, system_prompt, max_new_tokens, top_p, top_k, temperature}.

Same contract as the original training Space serve.py.