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virusf
/
nllb-renpy

Translation
Transformers
Safetensors
English
French
m2m_100
text2text-generation
gaming
renpy
visual-novel
french
Model card Files
xet
Community
nllb-renpy
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---
language:
- en
- fr
library_name: transformers
pipeline_tag: translation
license: cc-by-nc-4.0
base_model: facebook/nllb-200-distilled-600M
tags:
- translation
- gaming
- renpy
- visual-novel
- french
datasets:
- custom
metrics:
- bleu
- sacrebleu
widget:
- text: "Hello! Welcome to our game."
  example_title: "Gaming Interface"
- text: "I love you more than anything."
  example_title: "Romance Dialogue"
- text: "What do you choose?"
  example_title: "Choice Menu"
---

# 🎮 NLLB-RenPy: Specialized French Gaming Translator

## 🌟 Model Description

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**.

### 🎯 Specialized For:
- 🎮 Gaming interfaces and menus
- 💬 Character dialogues and narratives  
- 💕 Romance and emotional expressions
- 🔄 Interactive choices and options
- 📱 UI elements and notifications

### 🏆 Performance Highlights:
- **Superior quality** vs Google Translate/DeepL for gaming
- **Context-aware** translations maintaining gaming tone
- **Optimized** for visual novel terminology
- **Consistent** character voice preservation

## 🚀 Quick Start

```python
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM

# Load model
model = AutoModelForSeq2SeqLM.from_pretrained("virusf/nllb-renpy")
tokenizer = AutoTokenizer.from_pretrained("virusf/nllb-renpy")

# Translate
text = "Hello! Welcome to our game."
inputs = tokenizer(text, return_tensors="pt")
outputs = model.generate(**inputs, forced_bos_token_id=tokenizer.convert_tokens_to_ids("fra_Latn"))
result = tokenizer.decode(outputs[0], skip_special_tokens=True)
print(result)  # "Bonjour! Bienvenue dans notre jeu."
```

📊 Training Details

    Base Model: facebook/nllb-200-distilled-600M
    Training Data: 15,000+ specialized gaming translations
    Languages: English → French
    Epochs: 2.0
    Final Loss: 0.4441

🎯 Use Cases

Perfect for translating:

    ✅ RenPy/Ren'Py visual novels
    ✅ Gaming interfaces and menus
    ✅ Character dialogues and stories
    ✅ Interactive fiction content
    ✅ Dating simulation games