data_mix: | |
(): dataset_construction.DataMix | |
name: "english_30b" | |
shuffle: false | |
load_from_local_save_dir: false | |
local_save_dir: data/ | |
compute_dataset_stats: true | |
keep_separated_datasets_in_dataset_dict: false | |
deduplicate_test_set: false | |
ngram_path_for_extra_deduplication: null | |
max_shard_size: "2GB" | |
datasets: | |
# Split of SlimPajama | |
- (): dataset_construction.DatasetConfig | |
dataset_path: cerebras/SlimPajama-627B | |
train_split: "train" | |
# test_split: "test" | |
build_test_set_from_train: true # but hacky af | |
preprocessing_function: | |
(): dataset_collection.english.slimpajama.SlimPajamaMapper | |
dataset_kwargs: | |
data_dir: train/chunk1 | |
tokenizer: "mistralai/Mistral-7B-v0.1" | |