🎭 BART Emoji Translator

Transform your text into emojis! This model uses curriculum learning and LoRA fine-tuning to translate English sentences into appropriate emoji sequences.

Examples: Try "I am happy", "I eat dinner with my family", or "I feel misunderstood"

📚 Model Information

• Model: BART-Large with LoRA fine-tuning
• Training: 6-phase curriculum learning with strategic data retention
• Parameters: 128 LoRA rank, 256 alpha
• Dataset: Progressive difficulty from single emojis to complex sequences

🔗 Links

• 🤗 Model on HuggingFace
• 💻 Training Code
• 📊 Dataset

⚠️ Limitations

• Works best with English text under 32 tokens
• May not recognize very rare or newly created emojis
• Performance varies with text complexity