| name: random_dclm_rw_docs | |
| operators: | |
| - id: sample_dclm_refined_web_shards | |
| config: | |
| type: dclm_refinedweb_source | |
| num_shards: 10 | |
| seed: 500 | |
| s3_bucket: commoncrawl | |
| s3_prefix: contrib/datacomp/DCLM-refinedweb/ | |
| - id: sample_dclm_refinedweb_docs | |
| config: | |
| type: function | |
| function: data_strategies.WebInstruct.utils.sample_from_dataset | |
| function_config: | |
| num_examples: 16_000 | |
| input_ids: | |
| - sample_dclm_refined_web_shards | |
| - id: clean_dclm_refinedweb_docs | |
| config: | |
| type: function | |
| function: data_strategies.WebInstruct.utils.clean_dataset | |
| function_config: | |
| input_column: text | |
| output_column: cleaned_text | |
| input_ids: | |
| - sample_dclm_refinedweb_docs |