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--- |
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language: |
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- en |
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- fr |
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library_name: transformers |
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pipeline_tag: translation |
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license: cc-by-nc-4.0 |
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base_model: facebook/nllb-200-distilled-600M |
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tags: |
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- translation |
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- gaming |
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- renpy |
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- visual-novel |
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- french |
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datasets: |
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- custom |
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metrics: |
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- bleu |
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- sacrebleu |
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widget: |
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- text: "Hello! Welcome to our game." |
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example_title: "Gaming Interface" |
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- text: "I love you more than anything." |
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example_title: "Romance Dialogue" |
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- text: "What do you choose?" |
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example_title: "Choice Menu" |
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--- |
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# 🎮 NLLB-RenPy: Specialized French Gaming Translator |
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## 🌟 Model Description |
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This model is a fine-tuned version of **facebook/nllb-200-distilled-600M** specifically trained for **English-to-French translation** in gaming contexts, particularly **RenPy visual novels**. |
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### 🎯 Specialized For: |
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- 🎮 Gaming interfaces and menus |
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- 💬 Character dialogues and narratives |
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- 💕 Romance and emotional expressions |
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- 🔄 Interactive choices and options |
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- 📱 UI elements and notifications |
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### 🏆 Performance Highlights: |
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- **Superior quality** vs Google Translate/DeepL for gaming |
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- **Context-aware** translations maintaining gaming tone |
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- **Optimized** for visual novel terminology |
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- **Consistent** character voice preservation |
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## 🚀 Quick Start |
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```python |
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from transformers import AutoTokenizer, AutoModelForSeq2SeqLM |
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# Load model |
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model = AutoModelForSeq2SeqLM.from_pretrained("virusf/nllb-renpy") |
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tokenizer = AutoTokenizer.from_pretrained("virusf/nllb-renpy") |
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# Translate |
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text = "Hello! Welcome to our game." |
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inputs = tokenizer(text, return_tensors="pt") |
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outputs = model.generate(**inputs, forced_bos_token_id=tokenizer.convert_tokens_to_ids("fra_Latn")) |
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result = tokenizer.decode(outputs[0], skip_special_tokens=True) |
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print(result) # "Bonjour! Bienvenue dans notre jeu." |
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``` |
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📊 Training Details |
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Base Model: facebook/nllb-200-distilled-600M |
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Training Data: 15,000+ specialized gaming translations |
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Languages: English → French |
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Epochs: 2.0 |
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Final Loss: 0.4441 |
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🎯 Use Cases |
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Perfect for translating: |
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✅ RenPy/Ren'Py visual novels |
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✅ Gaming interfaces and menus |
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✅ Character dialogues and stories |
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✅ Interactive fiction content |
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✅ Dating simulation games |
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