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Mô hình LSTM cho Next Word Prediction

Thông tin mô hình

  • Tên: lstm
  • Ngày huấn luyện: 2025-03-30 19:29:51
  • Kích thước embedding: 256
  • Kích thước hidden: 512
  • Số lớp: 2
  • Tỉ lệ dropout: 0.3
  • Phần trăm dữ liệu sử dụng: 20.0%
  • Epochs: 10
  • Thiết bị: cuda
  • Batch size: 58

Hiệu suất mô hình

  • final_train_loss: 4.4590
  • final_val_loss: 5.9242
  • final_train_acc: 0.3432
  • final_val_acc: 0.3054
  • predict_perplexity: 1639.7962
  • predict_top1_accuracy: 0.3084
  • predict_top3_accuracy: 0.3410
  • predict_top5_accuracy: 0.3640
  • predict_mrr: 0.3274
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