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Toan-Minh-Duong-Son
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tisasrec-sequence-aware-recommendation-model

PyTorch
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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
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