---
pretty_name: "CultureConverse-DS"
tags:
- culture
- dialogue
- multilingual
- synthetic
configs:
- config_name: global_english
  default: true
  data_files:
  - split: train
    path: "data/global_english/train-*.jsonl.gz"
  - split: test
    path: "data/global_english/test-*.jsonl.gz"
- config_name: native
  data_files:
  - split: train
    path: "data/native/train-*.jsonl.gz"
  - split: test
    path: "data/native/test-*.jsonl.gz"
---

# CultureConverse-DS

CultureConverse-DS contains scored, multi-turn assistant dialogue episodes for culturally grounded assistance in East and Southeast Asia.

## Contents

- Total records in this export: 288905.
- Configs: `global_english` and `native`.
- Splits: `train` contains oracle-guided gold-mode dialogues; `test` contains blind evaluation-mode benchmark episodes.
- Format: one stripped CultureConverse evaluation record per JSONL row.
- `manifest.json` records source paths, counts, generated shard files, and stripped fields.

## Loading

```python
from datasets import load_dataset

en = load_dataset("Incomple/CultureConverse-DS", "global_english")
native = load_dataset("Incomple/CultureConverse-DS", "native")
```

## Source Mapping

| Config | Split | Source key | Source mode | Records |
| --- | --- | --- | --- | ---: |
| global_english | train | train_gold_en | gold | 137144 |
| native | train | train_gold_native | gold | 137151 |
| global_english | test | test_eval_en | eval | 7305 |
| native | test | test_eval_native | eval | 7305 |