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lstm-nwp-model2 – 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: 2025-03-30 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