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# Process config example for dataset
# global parameters
project_name: 'test-process'
dataset_path: '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.json'
np: 10 # number of subprocess to process your dataset
text_keys: 'text'
export_path: '/workspace/thviet/LLMs/Monolingual/toxic/toxic_dedup/c4_part1_nontoxic_dedup.jsonl'
#use_cache: true
#cache_compress: 'gzip'
#suffixes: ['.json']
#use_checkpoint: true
#executor_type: default # type of executor, support "default" or "ray" for now.
# process schedule
# a list of several process operators with their arguments
process:
- fix_unicode_mapper:
- sentence_split_mapper: # split text to multiple sentences and join them with '\n'
lang: vi
- language_id_score_filter: # filter text in specific language with language scores larger than a specific max value
lang: vi # keep text in what language
min_score: 0.8 |