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config_1.json
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config_1.json
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[
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "Adam",
"weight_decay": 0.01,
"warmup": 0.1,
"epochs": 5,
"batch_size": 16,
"max_len": 64,
"learning_rate": 5e-5,
"classifier_dropout": 0.1,
"seed": 42
},
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters with AdamW",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "AdamW",
"weight_decay": 0.01,
"warmup": 0.1,
"epochs": 5,
"batch_size": 16,
"max_len": 64,
"learning_rate": 5e-5,
"classifier_dropout": 0.1,
"seed": 42
},
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters with AdamW no scheduler",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "AdamW",
"weight_decay": 0.01,
"epochs": 5,
"batch_size": 16,
"max_len": 64,
"learning_rate": 5e-5,
"classifier_dropout": 0.1,
"seed": 42
},
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters with AdamW and smaller learning rate",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "AdamW",
"weight_decay": 0.01,
"warmup": 0.1,
"epochs": 5,
"batch_size": 16,
"max_len": 64,
"learning_rate": 3e-5,
"classifier_dropout": 0.1,
"seed": 42
},
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters with AdamW and even smaller learning rate",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "AdamW",
"weight_decay": 0.01,
"warmup": 0.1,
"epochs": 5,
"batch_size": 16,
"max_len": 64,
"learning_rate": 1e-5,
"classifier_dropout": 0.1,
"seed": 42
},
{
"project_name": "emotion-bert-en",
"model_name": "emotion-bert-en",
"description": "Suggested parameters with AdamW and larger batch size",
"data_dir": "data",
"data_lang": "en",
"base_model": "bert-base-cased",
"base_model_vocab": "bert-base-cased",
"optimizer": "AdamW",
"weight_decay": 0.01,
"warmup": 0.1,
"epochs": 5,
"batch_size": 32,
"max_len": 64,
"learning_rate": 5e-5,
"classifier_dropout": 0.1,
"seed": 42
},
{
"project_name": "emotion-bert-lv",
"model_name": "emotion-bert-lv",
"description": "Suggested parameters with AdamW",
"data_dir": "data",
"data_lang": "lv",
"base_model": "models/lv_bert/model.bin",
"base_model_config": "models/lv_bert/config.json",
"base_model_vocab": "models/lv_bert",
"optimizer": "AdamW",
"weight_decay": 0.01,
"warmup": 0.1,
"epochs": 10,
"batch_size": 16,
"max_len": 64,
"learning_rate": 5e-5,
"classifier_dropout": 0.1,
"seed": 42
}
]