anuvid/ai-grammar-correction
0
AI Grammar Correction System 📝
An end-to-end Grammatical Error Correction (GEC) application powered by a fine-tuned Google FLAN-T5-base sequence-to-sequence transformer model (`anuvid/ai-grammar-correction-model`).
🤖 Model Specifications
- Model: `anuvid/ai-grammar-correction-model`
- Base Architecture:
google/flan-t5-base - Task: Grammatical Error Correction (GEC)
- Dataset Size: 100,000 sentence pairs (80k train / 10k val / 10k test)
📊 Evaluation Results (Test Set)
- BLEU:
0.6869 - GLEU:
0.8311 - ROUGE-1:
0.8819 - ROUGE-2:
0.7698 - ROUGE-L:
0.8748 - Exact Match Accuracy:
0.0886 - Word Accuracy:
0.5018