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Upload Advanced Magnus Chess Model v20250626 - 2.65M parameters trained on Magnus Carlsen games
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{
"model_id": "advanced_magnus_v20250626_170216_61454b46",
"version": "v20250626_170216",
"model_name": "advanced_magnus",
"experiment_name": "magnus_advanced_training",
"timestamp": "2025-06-26 17:02:16.596383",
"model_hash": "61454b466a94387aa2fb3d85ca07e30e93997e24fc5b2075eaacbbab9c227b2a",
"architecture": "AdvancedMagnusModel",
"metrics": {
"test_accuracy": 0.06648936170212766,
"test_top3_accuracy": 0.1157548125633232,
"test_top5_accuracy": 0.14171732522796351,
"training_time_minutes": 140.37197103500367,
"best_val_accuracy": 0.0673532570923106
},
"hyperparameters": {
"model_type": "AdvancedMagnusModel",
"learning_rate": 0.002,
"batch_size": 128,
"num_epochs": 50,
"total_params": 2651538,
"train_size": 102300,
"val_size": 31654,
"test_size": 31584,
"vocab_size": 945,
"data_source": "magnus_extracted_positions_m3_pro.pkl",
"device": "mps",
"model_architecture": "AdvancedMagnusModel",
"optimization": "advanced_2.5M_params",
"min_move_count": 25,
"focal_loss_config": {
"alpha": 0.25,
"gamma": 2.0
},
"scheduler_config": {
"type": "OneCycleLR",
"max_lr": 0.005,
"pct_start": 0.1,
"anneal_strategy": "cos"
}
},
"training_data": {
"train_size": 102300,
"val_size": 31654,
"test_size": 31584,
"vocab_size": 945,
"data_source": "magnus_extracted_positions_m3_pro.pkl",
"preprocessing": []
},
"git_commit": null,
"dvc_version": null,
"parent_version": null,
"tags": [
"architecture:AdvancedMagnusModel",
"experiment:magnus_advanced_training",
"accuracy:0.066"
],
"notes": "Training completed with 0.0665 accuracy",
"model_size_mb": 10.151878356933594,
"parameters_count": 2651538,
"status": "training"
}