---
license: apache-2.0
language:
  - cs
  - de
  - el
  - es
  - fr
  - it
  - nl
  - pl
  - pt
  - ro
  - uk
task_categories:
  - text-generation
size_categories:
  - 1M<n<10M
tags:
  - synthetic
  - instruction-following
  - multilingual
pretty_name: EU Instruct Synthetic
configs:
  - config_name: all
    data_files: "*/train.parquet"
    default: true
  - config_name: cs
    data_files: cs/train.parquet
  - config_name: de
    data_files: de/train.parquet
  - config_name: el
    data_files: el/train.parquet
  - config_name: es
    data_files: es/train.parquet
  - config_name: fr
    data_files: fr/train.parquet
  - config_name: it
    data_files: it/train.parquet
  - config_name: nl
    data_files: nl/train.parquet
  - config_name: pl
    data_files: pl/train.parquet
  - config_name: pt
    data_files: pt/train.parquet
  - config_name: ro
    data_files: ro/train.parquet
  - config_name: uk
    data_files: uk/train.parquet
---

# EU Instruct Synthetic

Synthetically generated **instruction-following** SFT data for 11 European
languages. Each example is a single-turn chat (`messages`: a user instruction
and an assistant response) with a `language` field.

This is the synthetic counterpart to
[`openeurollm/Dolci-Instruct-SFT-translated`](https://huggingface.co/datasets/openeurollm/Dolci-Instruct-SFT-translated).

## Languages and sizes

| Code | Language | Examples |
|------|----------|---------:|
| cs | Czech | 150,129 |
| de | German | 135,786 |
| el | Greek | 138,048 |
| es | Spanish | 132,736 |
| fr | French | 119,497 |
| it | Italian | 136,407 |
| nl | Dutch | 131,515 |
| pl | Polish | 146,247 |
| pt | Portuguese | 131,707 |
| ro | Romanian | 129,112 |
| uk | Ukrainian | 146,092 |
| **Total** | | **1,497,276** |

## Usage

```python
from datasets import load_dataset

# a single language
es = load_dataset("openeurollm/EU-Instruct-Synthetic", "es")

# all languages combined (default config)
ds = load_dataset("openeurollm/EU-Instruct-Synthetic")
```

## Format

Each row:

```json
{"messages": [{"role": "user", "content": "..."},
              {"role": "assistant", "content": "..."}],
 "language": "es"}
```

## Source

Generated with the `synthgen-if` synthetic instruction-following pipeline.