english-60b / config.yaml
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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"