初始化项目，由ModelHub XC社区提供模型

Model: LevArtesa/grpo-humanizer-de
Source: Original Platform

README.md

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+---
+base_model: Qwen/Qwen3-8B
+language: de
+library_name: transformers
+license: apache-2.0
+tags:
+- grpo
+- humanizer
+- lora
+- german
+- academic
+---
+
+# GRPO Humanizer DE
+
+Fine-tuned with **Group Relative Policy Optimization (GRPO)** to
+rewrite AI-generated German academic text so that it passes GPTZero
+detection while preserving semantic content.
+
+## Training details
+
+| Parameter | Value |
+|---|---|
+| Base model | Qwen/Qwen3-8B |
+| Method | GRPO (TRL) + LoRA |
+| Learning rate | 5e-06 |
+| Batch size | 2 |
+| Gradient accumulation | 8 |
+| Max steps | 50 |
+| Precision | bf16 |
+
+## Intended use
+
+Academic text humanisation for German-language content.  The model is
+designed to be called via the HuggingFace Inference API from the
+GhostWriter application.
+
+## Licence
+
+Apache-2.0