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lstm-nwp-model3 – AI Model by hai-minh-son | AlphaNeural AI

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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