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Create training_args.json

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  1. training_args.json +23 -0
training_args.json ADDED
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+ {
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+ "output_dir": "./codeT5-finetuned",
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+ "overwrite_output_dir": true,
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+ "per_device_train_batch_size": 16,
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+ "per_device_eval_batch_size": 16,
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+ "gradient_accumulation_steps": 1,
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+ "learning_rate": 0.00002,
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+ "weight_decay": 0.01,
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+ "adam_beta1": 0.9,
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+ "adam_beta2": 0.999,
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+ "adam_epsilon": 1e-8,
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+ "max_grad_norm": 1.0,
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+ "num_train_epochs": 3,
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+ "lr_scheduler_type": "linear",
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+ "warmup_steps": 100,
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+ "logging_dir": "./logs",
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+ "logging_steps": 50,
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+ "evaluation_strategy": "epoch",
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+ "save_strategy": "epoch",
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+ "save_total_limit": 2,
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+ "seed": 42,
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+ "fp16": true
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+ }