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tisasrec-sequence-aware-recommendation-model – AI Model by Toan-Minh-Duong-Son | AlphaNeural AI

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tisasrec-sequence-aware-recommendation-model

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Mô hình Sequence Aware Recommendation (TiSASRec) cho EchoVerse (YAMBDA Dataset)

Thông tin mô hình

Tên: tisasrec_model
Ngày huấn luyện: 2025-07-23 17:44:01
Framework: PyTorch
Max Sequence Length: 50
Hidden Size: 64
Num Heads: 2
Num Blocks: 2
Dropout Rate: 0.2
Learning Rate: 0.0001
Num Epochs: 50
Batch Size: 128
Random State: 42
Data Fraction: 1.0
Top K Recommendations: 10
Train Ratio: 0.6
Validation Ratio: 0.2
Test Ratio: 0.2

Hiệu suất mô hình

val_loss: 4.7138
val_hit_rate@K: 0.7612
val_ndcg@K: 0.4377
val_mrr@K: 0.3386