NEOX / configs /local_setup.yml
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# Suggested data paths when using GPT-NeoX locally
{
"data_path": "data/enwik8/enwik8_text_document",
# 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],
# 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,
"vocab_file": "data/gpt2-vocab.json",
"merge_file": "data/gpt2-merges.txt",
"save": "checkpoints",
"load": "checkpoints",
"checkpoint_validation_with_forward_pass": False,
"tensorboard_dir": "tensorboard",
"log_dir": "logs",
}