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rnn-nwp-model2 – AI Model by hai-minh-son | AlphaNeural AI

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rnn-nwp-model2

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Mô hình RNN cho Next Word Prediction

Thông tin mô hình

Tên: rnn
Ngày huấn luyện: 2025-03-31 18:20:59
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: 63

Hiệu suất mô hình

final_train_loss: 5.3730
final_val_loss: 6.1884
final_train_acc: 0.2968
final_val_acc: 0.2982
predict_perplexity: 2121.8301
predict_top1_accuracy: 0.2897
predict_top3_accuracy: 0.3204
predict_top5_accuracy: 0.3423
predict_mrr: 0.3081