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End of training

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  1. final_model/training_config.json +39 -0
final_model/training_config.json ADDED
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+ {
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+ "vocab_size": 4896,
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+ "d_model": 256,
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+ "d_kv": 64,
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+ "d_ff": 512,
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+ "num_layers": 4,
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+ "num_heads": 4,
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+ "max_position_embeddings": 8192,
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+ "learning_rate": 5e-05,
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+ "warmup_ratio": 0.02,
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+ "warmup_steps": null,
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+ "epochs": 5,
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+ "per_device_train_batch_size": 4,
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+ "gradient_accumulation_steps": 16,
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+ "fp16": true,
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+ "gradient_checkpointing": true,
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+ "dataset_name": "sandernotenbaert/okai-musiclang-hierarchical",
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+ "dataset_config": [
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+ "hierarchical_all_files_v003_full_content",
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+ "hierarchical_all_files_F-K-content-v001",
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+ "hierarchical_L-Q_content-v001"
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+ ],
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+ "tokenizer_name": "sandernotenbaert/okai-musiclang-tokenizer-wordlevel",
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+ "bars_to_mask_ratio": 0.4,
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+ "output_dir": "./results/hierarchical_music_t5_small_finetune",
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+ "logging_steps": 50,
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+ "save_steps": 500,
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+ "eval_steps": 500,
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+ "push_to_hub": true,
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+ "resume_training": "last-checkpoint",
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+ "resume_from": "sandernotenbaert/okai-musiclang-content-t5-small_finetune",
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+ "hub_model_id": "sandernotenbaert/okai-musiclang-content-t5-small_finetune",
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+ "wandb_project": "hierarchical-music-generation",
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+ "wandb_run_name": "t5-small_finetune",
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+ "resume_wandb": "allow",
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+ "wandb_run_id": "jegot8oq",
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+ "pos_to_mask": 0.3,
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+ "ease_factor": 2
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+ }