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tisasrec-sequence-aware-recommendation-model-yambda – AI Model by Toan-Minh-Duong-Son | AlphaNeural AI
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tisasrec-sequence-aware-recommendation-model-yambda
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Mô hình Sequence Aware Recommendation (TiSASRec) cho EchoVerse (YAMBDA Dataset)
Thông tin mô hình
Tên: tisasrec_model
Ngày huấn luyện: 2025-07-22 12:07:11
Framework: PyTorch
Max Sequence Length: 50
Hidden Size: 64
Num Heads: 2
Num Blocks: 2
Dropout Rate: 0.2
Learning Rate: 0.001
Num Epochs: 5
Batch Size: 32
Random State: 42
Data Fraction: 0.1
Top K Recommendations: 10
Train Ratio: 0.6
Validation Ratio: 0.2
Test Ratio: 0.2
Hiệu suất mô hình
val_loss: 11.3524
val_hit_rate@K: 0.0112
val_ndcg@K: 0.0061
val_mrr@K: 0.0046
