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Datasets:
domofon
/
structured-cpt

Tasks:
Text Generation
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
1M - 10M
Tags:
pretrain
continued-pretraining
structured
sql
json
smollm2
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
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  1. README.md +85 -0
  2. data/sql_bmc2-00000.parquet +3 -0
  3. data/sql_gretelai-00000.parquet +3 -0
  4. data/sql_hardikch-00000.parquet +3 -0
  5. data/sql_hardikch-00001.parquet +3 -0
  6. data/sql_hardikch-00002.parquet +3 -0
  7. data/sql_hardikch-00003.parquet +3 -0
  8. data/sql_hardikch-00004.parquet +3 -0
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  11. data/sql_hardikch-00007.parquet +3 -0
  12. data/sql_hardikch-00008.parquet +3 -0
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  14. data/sql_hardikch-00010.parquet +3 -0
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  16. data/sql_hardikch-00012.parquet +3 -0
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  29. data/sql_hardikch-00025.parquet +3 -0
  30. data/sql_hardikch-00026.parquet +3 -0
  31. data/sql_hardikch-00027.parquet +3 -0
  32. data/stackexchange_json-00000.parquet +3 -0
  33. data/stackexchange_json-00001.parquet +3 -0
  34. data/stackexchange_json-00002.parquet +3 -0
  35. data/stackexchange_json-00003.parquet +3 -0
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README.md ADDED
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+ ---
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+ license: mit
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+ language:
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+ - en
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+ task_categories:
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+ - text-generation
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+ tags:
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+ - pretrain
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+ - continued-pretraining
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+ - structured
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+ - sql
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+ - json
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+ - smollm2
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+ - domofon
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+ pretty_name: Structured CPT (JSON + SQL)
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+ size_categories:
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+ - 1B<n<10B
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/*.parquet
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+ ---
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+
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+ # Structured CPT - JSON + SQL pretrain documents
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+
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+ SmolLM2-1.7B continued-pretraining shard of structured documents. Each document
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+ is a `<task>` / `<input>` / `<output>` block whose `<output>` is a canonical
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+ JSON object, terminated by the SmolLM2 end-of-text token ``.
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+
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+ Sources:
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+
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+ | source | description | rows | shards | repeat |
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+ |---|---|---:|---:|---:|
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+ | `sql_bmc2` | b-mc2 sql-create-context -> JSON (4 keys, stub explanation) | 392,885 | 1 | 5 |
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+ | `sql_gretelai` | gretelai synthetic_text_to_sql -> JSON (4 keys) | 529,255 | 1 | 5 |
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+ | `sql_hardikch` | hardikch05 100000_text_to_sql -> JSON (question/schema_ddl/sql) | 5,500,000 | 28 | 1 |
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+ | `stackexchange_json` | Stack Exchange -> JSON (title/body/tags) | 836,000 | 5 | 1 |
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+
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+ **Totals:** 7,258,140 rows.
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+
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+ ```python
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+ from datasets import load_dataset
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+ ds = load_dataset("domofon/structured-cpt", split="train")
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+ print(ds[0]["text"])
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+ ```
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+
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+ ## Document shape
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+
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+ ```
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+ <task>
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+ ...
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+ </task>
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+
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+ <input>
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+ ...
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+ </input>
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+
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+ <output>
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+ {...canonical json...}
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+ </output>
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+
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+ ```
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+
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+ The JSON inside `<output>` keeps the documented key order and exact
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+ (JSON-escaped) source values. SQL values are copied verbatim from the input.
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+
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+ ## Columns
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+
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+ | column | description |
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+ |---|---|
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+ | `id` | unique id `{source}-{index}` |
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+ | `text` | full structured document, trailing `` |
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+ | `text_preview` | first 800 characters of `text` |
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+ | `n_chars` | length of `text` |
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+ | `source` | one of stackexchange_json / sql_gretelai / sql_bmc2 / sql_hardikch |
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+
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+ ## Shards
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+
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+ 35 parquet files under `data/` (zstd-compressed).
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+
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+ ## Identity
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+
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+ Built for the Domofon CPT stack; see sibling datasets `domofon/worldsim-domofon-cpt`
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+ and `domofon/domofon-identity-anchor`.
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