---
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.