Datasets:

marin-community
/

synth-numeric-format-ppl

configs:
  - config_name: numeric_copy_increment
    data_files:
      - split: validation
        path: numeric_copy_increment/validation-*.parquet
  - config_name: numeric_compare_sort
    data_files:
      - split: validation
        path: numeric_compare_sort/validation-*.parquet
  - config_name: numeric_range_checksum_base
    data_files:
      - split: validation
        path: numeric_range_checksum_base/validation-*.parquet
  - config_name: tabular_tsv_csv
    data_files:
      - split: validation
        path: tabular_tsv_csv/validation-*.parquet
  - config_name: network_ip_port_rows
    data_files:
      - split: validation
        path: network_ip_port_rows/validation-*.parquet
  - config_name: svg_path_numeric_blobs
    data_files:
      - split: validation
        path: svg_path_numeric_blobs/validation-*.parquet
  - config_name: json_numeric_arrays
    data_files:
      - split: validation
        path: json_numeric_arrays/validation-*.parquet
  - config_name: mmcif_coordinate_tables
    data_files:
      - split: validation
        path: mmcif_coordinate_tables/validation-*.parquet
  - config_name: format_preserving_transforms
    data_files:
      - split: validation
        path: format_preserving_transforms/validation-*.parquet
  - config_name: chunk_boundary_stress
    data_files:
      - split: validation
        path: chunk_boundary_stress/validation-*.parquet

Synthetic numeric/structured-format PPL stress set

This dataset contains deterministic supervised PPL examples for probing numeric tokenization, local format continuation, and structured numeric records in model perplexity-gap dashboards.

Each config has a validation split with input and target columns. The input field includes three demonstrations and ends with Assistant:\n; the target field is the exact continuation to score with target-only loss.

Repo: marin-community/synth-numeric-format-ppl Seed: 50935010 Rows per config: 1000

Configs

numeric_copy_increment: 1000 validation examples
numeric_compare_sort: 1000 validation examples
numeric_range_checksum_base: 1000 validation examples
tabular_tsv_csv: 1000 validation examples
network_ip_port_rows: 1000 validation examples
svg_path_numeric_blobs: 1000 validation examples
json_numeric_arrays: 1000 validation examples
mmcif_coordinate_tables: 1000 validation examples
format_preserving_transforms: 1000 validation examples
chunk_boundary_stress: 1000 validation examples

Columns

id, subset, task, seed
format, delimiter, difficulty, num_values
input, target
metadata_json

The examples are generated, synthetic, and intended for evaluation/diagnostics rather than model training claims.