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README.md

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 ---
 title: Automatic Machine Translation
-emoji: 💻
-colorFrom: gray
-colorTo: indigo
+emoji: 🌐
+colorFrom: blue
+colorTo: purple
 sdk: gradio
-sdk_version: 6.1.0
+sdk_version: 4.44.0
 app_file: app.py
 pinned: false
-short_description: Automatic machine translation
+license: apache-2.0
+short_description: Chinese ↔ English oral translation with Qwen3-0.6B + LoRA
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🌐 口语化自动机器翻译 | Oral Machine Translation
+
+基于 **Qwen3-0.6B + LoRA** 微调的中英双向口语翻译系统
+
+A bilingual (Chinese ↔ English) oral translation system built with **Qwen3-0.6B** fine-tuned using **LoRA**.
+
+## ✨ Features
+
+- 🔄 **Bidirectional Translation**: Chinese → English and English → Chinese
+- 💬 **Oral Style**: Optimized for conversational, natural language
+- ⚡ **Lightweight**: Only 0.6B parameters, fast inference
+- 🎯 **LoRA Fine-tuned**: Parameter-efficient training on OpenSubtitles dataset
+
+## 📊 Performance
+
+| Model | BLEU Score | Improvement |
+|-------|------------|-------------|
+| Baseline (Qwen3-0.6B) | 1.24 | - |
+| **LoRA Fine-tuned** | **11.89** | **+858%** |
+
+## 🛠️ Technical Details
+
+- **Base Model**: [Qwen/Qwen3-0.6B](https://huggingface.co/Qwen/Qwen3-0.6B)
+- **Fine-tuning Method**: LoRA (rank=16, alpha=32, dropout=0.05)
+- **Training Data**: OpenSubtitles en-zh (5,000 samples)
+- **Training Time**: ~6 minutes (dual GPU)
+- **Framework**: Transformers + PEFT
+
+## 🚀 Usage
+
+Simply select the translation direction and enter your text. The model will generate a natural, conversational translation.
+
+### Example Translations
+
+**Chinese → English:**
+- 输入: 你好呀
+- 输出: Hi, how are you?
+
+**English → Chinese:**
+- 输入: See you later
+- 输出: 回头见。
+
+## 📝 Citation
+
+If you use this model, please cite:
+
+```bibtex
+@misc{mt-qwen-oral,
+  title={MT-Qwen-Oral: Bilingual Oral Translation with Qwen and LoRA},
+  author={Hzzzzx0},
+  year={2025},
+  publisher={Hugging Face},
+  howpublished={\url{https://huggingface.co/spaces/Hzzzzx0/Automatic_machine_translation}}
+}
+```
+
+## 📄 License
+
+Apache 2.0
+
+## 🔗 Links
+
+- [GitHub Repository](https://github.com/yourusername/mt-qwen-oral)
+- [Model Weights](https://huggingface.co/Hzzzzx0/qwen3-0.6b-oral-lora)