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Mô hình LSTM cho Next Word Prediction

Thông tin mô hình

  • Tên: lstm
  • Ngày huấn luyện: 2025-04-01 15:07:13
  • Kích thước embedding: 256
  • Kích thước hidden: 512
  • Số lớp: 2
  • Tỉ lệ dropout: 0.3
  • Phần trăm dữ liệu sử dụng: 1.0%
  • Epochs: 10
  • Thiết bị: cuda
  • Batch size: 58

Hiệu suất mô hình

  • final_train_loss: 4.7662
  • final_val_loss: 4.6635
  • final_train_acc: 0.2477
  • final_val_acc: 0.2618
  • predict_perplexity: 102.0643
  • predict_top1_accuracy: 0.2680
  • predict_top3_accuracy: 0.3820
  • predict_top5_accuracy: 0.4250
  • predict_mrr: 0.3282
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