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# Suggested data paths when using GPT-NeoX locally | ||
{ | ||
"data_path": "/workspace/gpt-neox-main/data/enwik8/enwik8_text_document", | ||
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# or for weighted datasets: | ||
# "train-data-paths": ["data/enwik8/enwik8_text_document", "data/enwik8/enwik8_text_document"], | ||
# "test-data-paths": ["data/enwik8/enwik8_text_document", "data/enwik8/enwik8_text_document"], | ||
# "valid-data-paths": ["data/enwik8/enwik8_text_document", "data/enwik8/enwik8_text_document"], | ||
# "train-data-weights": [1., 2.], | ||
# "test-data-weights": [2., 1.], | ||
# "valid-data-weights": [0.5, 0.4], | ||
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# If weight_by_num_documents is True, Builds dataset weights from a multinomial distribution over groups of data according to the number of documents in each group. | ||
# WARNING: setting this to True will override any user provided weights | ||
# "weight_by_num_documents": false, | ||
# "weighted_sampler_alpha": 0.3, | ||
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"vocab_file": "/workspace/gpt-neox-main/data/gpt2-vocab.json", | ||
"merge_file": "/workspace/gpt-neox-main/data/gpt2-merges.txt", | ||
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"save": "checkpoints", | ||
"load": "checkpoints", | ||
"checkpoint_validation_with_forward_pass": False, | ||
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"tensorboard_dir": "tensorboard", | ||
"log_dir": "logs", | ||
"use_comet": True, | ||
"comet_workspace": "test_workspace", # CHANGE ME | ||
"comet_project": "test_project", | ||
"comet_experiment_name": "test_experiment", | ||
"comet_tags": ["test_tag1", "test_tag2"], | ||
"comet_others": {"test_others"}, | ||
} |