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

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Mô hình GRU cho Next Word Prediction

Thông tin mô hình

Tên: gru
Ngày huấn luyện: 2025-03-31 18:21:08
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: 0.6702
final_val_loss: 6.5858
final_train_acc: 0.8670
final_val_acc: 0.3246
predict_perplexity: 3177.4894
predict_top1_accuracy: 0.3323
predict_top3_accuracy: 0.3651
predict_top5_accuracy: 0.3879
predict_mrr: 0.3517