Rakib Hossain
Add complete Bangla sentiment analysis: data, fine-tuned model, and visualizations
49c214c
| {'eval_loss': 0.00845282431691885, 'eval_accuracy': 0.9991, 'eval_precision': 0.9990998128170333, 'eval_recall': 0.9991, 'eval_f1': 0.9990994129935312, 'eval_runtime': 42.9738, 'eval_samples_per_second': 232.7, 'eval_steps_per_second': 14.544, 'epoch': 4.0} | |
| {'train_runtime': 2789.9211, 'train_samples_per_second': 57.349, 'train_steps_per_second': 3.584, 'train_loss': 0.007927204070828156, 'epoch': 4.0} | |
| 100%|███████████████████████████████████████████████████████████████████| 10000/10000 [46:29<00:00, 3.58it/s] | |
| 📊 Evaluating model... | |
| 100%|███████████████████████████████████████████████████████████████████████| 625/625 [00:41<00:00, 14.92it/s] | |
| ============================================================ | |
| ✅ Fine-tuning Complete! | |
| ============================================================ | |
| Accuracy: 0.9992 | |
| Precision: 0.9992 | |
| Recall: 0.9992 | |
| F1 Score: 0.9992 | |
| ============================================================ | |
| 💾 Model saved to models/bangla-sentiment-finetuned |