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elmo-lm-ready4fine-tuning-ru-news.json
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elmo-lm-ready4fine-tuning-ru-news.json
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{
"dataset_reader": {
"class_name": "file_paths_reader",
"data_path": "{DOWNLOADS_PATH}/elmo-lm-ready4fine-example-data/data/",
"train": "train/*",
"valid": "heldout/*"
},
"dataset_iterator": {
"class_name": "elmo_file_paths_iterator",
"seed": 31415,
"unroll_steps": 20,
"max_word_length": 50,
"n_gpus": 1,
"shuffle": false,
"bos":"<S>",
"eos":"</S>",
"save_path": "{MODELS_PATH}/elmo-lm-ready4fine-tuning-ru-news/vocab.txt",
"load_path":"{MODELS_PATH}/elmo-lm-ready4fine-tuning-ru-news/vocab.txt"
},
"chainer": {
"in": [
"x_char_ids"
],
"in_y": [
"y_token_ids"
],
"pipe": [
{
"class_name": "elmo_model",
"options_json_path": "{MODELS_PATH}/elmo-lm-ready4fine-tuning-ru-news/options.json",
"unroll_steps": 20,
"batch_size": 128,
"save_path": "{MODELS_PATH}/elmo-lm-ready4fine-tuning-ru-news/saves/model",
"load_path": "{MODELS_PATH}/elmo-lm-ready4fine-tuning-ru-news/saves/model",
"in": ["x_char_ids", "y_token_ids"],
"in_y": [],
"n_gpus": 1,
"out": ["loss"]
}
],
"out": [
"x_char_ids",
"y_token_ids"
]
},
"train": {
"epochs": 20,
"batch_size": 128,
"log_every_n_batches": 100,
"val_every_n_epochs": 1,
"validation_patience": 4,
"metric_optimization": "minimize",
"metrics": [
{
"name": "elmo_loss2ppl",
"inputs": ["loss"]
}
],
"tensorboard_log_dir": "{MODELS_PATH}/elmo-lm-ready4fine-tuning-ru-news/logs"
},
"metadata": {
"variables": {
"ROOT_PATH": "~/.deeppavlov",
"DOWNLOADS_PATH": "{ROOT_PATH}/downloads",
"MODELS_PATH": "{ROOT_PATH}/models"
},
"requirements": [
"{DEEPPAVLOV_PATH}/requirements/tf.txt",
"{DEEPPAVLOV_PATH}/requirements/tf-hub.txt"
],
"download": [
{
"url": "http://files.deeppavlov.ai/deeppavlov_data/elmo-lm-ready4fine-example-data.tar.gz",
"subdir": "{DOWNLOADS_PATH}/"
},
{
"url": "http://files.deeppavlov.ai/deeppavlov_data/elmo-lm-ready4fine-tuning-ru-news.tar.gz",
"subdir": "{MODELS_PATH}/"
}
]
}
}