Datasets:

MonumentalSystems
/

quality-corpus-180m-v1

language:
  - en
license: cc-by-4.0
tags:
  - text-generation
  - corpus
  - quality-filtered
  - scored
  - enriched
pretty_name: MonumentalSystems Quality Corpus 180M v1
configs:
  - config_name: default
    data_files:
      - split: train
        path: quality corpus/train-*.parquet
      - split: validation
        path: quality corpus/validation-*.parquet
  - config_name: enriched_full
    data_files:
      - split: train
        path: quality corpus_enriched/train-*.parquet
      - split: validation
        path: quality corpus_enriched/validation-*.parquet
  - config_name: enriched_subset
    data_files:
      - split: train
        path: data/*.jsonl

MonumentalSystems Quality Corpus 180M v1

The canonical default config for this dataset is the original full parquet corpus.

Additional enriched configs are included for both the full locally scored parquet corpus and a smaller JSONL subset.

Configs

`default`

Full original parquet corpus
Files are served from quality corpus/train-*.parquet and quality corpus/validation-*.parquet

`enriched_full`

Full locally enriched/scored parquet corpus
Files: 13 parquet shards
Rows: 8,417,395
Files are served from quality corpus_enriched/train-*.parquet and quality corpus_enriched/validation-*.parquet
Added fields include: source_id, source_ref, source_type, split_source, domain, doremi_domain, doremi_weight, content_type, subject, reading_level, complexity, curriculum_stage, difficulty, flesch, mtld, quality_pass, quality_reason, word_count, char_count, token_count_est, checksum, normalized_checksum, alnum_checksum, dedup_key, row_id

`enriched_subset`

Locally enriched/scored JSONL subset
Files: 9 JSONL shards
Rows: 8,679
Added fields include: content_type, subject, doremi_domain, reading_level, complexity, curriculum_stage, difficulty, flesch, mtld, quality_pass, quality_reason, char_count, token_count_est

Notes

The enriched_full config was produced from the local folder C:\Users\lisam\OneDrive\Documents\quality corpus_enriched.
The enriched subset was produced from local cleaned shards under .data/master_corpus/cleaned/ms_quality_corpus_180m_enriched.
subject and content_type in the enriched subset are heuristic inference fields and may still need rule refinement.
subject and content_type in enriched_full are also heuristic inference fields and may still need rule refinement.