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config_2.json
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config_2.json
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[
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters with AdamW smaller learning rate",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "AdamW",
"weight_decay": 0.05,
"warmup": 0.1,
"epochs": 6,
"batch_size": 16,
"max_len": 64,
"learning_rate": 2e-5,
"classifier_dropout": 0.1,
"seed": 42
},
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters with AdamW smaller learning rate and increased batch size",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "AdamW",
"weight_decay": 0.05,
"warmup": 0.1,
"epochs": 6,
"batch_size": 32,
"max_len": 64,
"learning_rate": 2e-5,
"classifier_dropout": 0.1,
"seed": 42
}
]