| --- |
| pretty_name: "Magpie Qwen3 Bokm\xE5l" |
| language: |
| - nob |
| license: apache-2.0 |
| license_name: Apache 2.0 |
| tasks: |
| - general |
| - reasoning |
| - code |
| - instruction_following |
| creation_approach: synthetic |
| task_categories: |
| - conversational |
| - text-generation |
| --- |
| |
| # Dataset Card for Magpie Qwen3 Bokmål |
|
|
| <!-- START-SHORT DESCRIPTION --> |
| Synthetic Bokmål conversations generated by Qwen3-235B-A22B with Magpie. |
| <!-- END-SHORT DESCRIPTION --> |
|
|
| ## Dataset Description |
|
|
| <!-- START-DESC-STATS --> |
| - **Number of samples**: 1.82K |
| - **Number of tokens (Llama 3)**: 2.34M |
| - **Average conversation length in tokens (min, max)**: 1.29K (360, 8.92K) |
| - **Average number of turns (min, max)**: 3.0 (3, 3) |
| <!-- END-DESC-STATS --> |
|
|
| This subset contains synthetic Norwegian prompts and responses for tasks such as |
| reasoning, coding, writing, and information seeking. |
|
|
| ## Dataset Structure |
|
|
| <!-- START-SAMPLE --> |
| ```py |
| { |
| "id": "magpie-qwen3-bokmaal_00000", |
| "messages": [ |
| { |
| "role": "system", |
| "content": "Du er en AI-assistent spesialisert i logisk tenkning og problemløsning. Brukeren vil delta i en flertrinns samtale med d[...]" |
| }, |
| { |
| "role": "user", |
| "content": "I en liten by er det 1000 innbyggere. En ukjent andel av disse innbyggerne har en sjelden genetisk predisposisjon som gj[...]" |
| }, |
| { |
| "role": "assistant", |
| "content": "Vi skal beregne den **Bayesianske faktoren (BF)** for nullhypotesen $ H_0: p = 0.1 $ mot alternativhypotesen $ H_1: p = [...]" |
| } |
| ], |
| "source": "magpie-qwen3-bokmaal", |
| "added": "2026-09-03", |
| "created": "2025-05-01, 2025-05-31", |
| "language": [ |
| "nob" |
| ], |
| "task": "reasoning", |
| "token_count": 1362 |
| } |
| ``` |
|
|
| ### Data Fields |
|
|
| An entry in the dataset consists of the following fields: |
|
|
| - `id` (`str`): A unique identifier for each sample. |
| - `messages` (`list[dict]`): The conversation turns — see the [message format](../../README.md#data-fields) section in the main README. |
| - `source` (`str`): The source dataset (see [Source Data](#source-data)). |
| - `added` (`str`): The date when the sample was added to this collection. |
| - `created` (`str`): The approximate date range when the source data was created, as `"YYYY-MM-DD, YYYY-MM-DD"` (start, end). Year-level granularity is used when the exact date is unknown. |
| - `language` (`list[str]`): The language(s) of the sample as ISO 639-3 codes (e.g. `["nob"]`, `["nno"]`, `["nob", "eng"]`). |
| - `task` (`str`): The task type of the sample. |
| - `token_count` (`int`): The total number of tokens across all messages, computed using the Llama 3 tokenizer. |
| <!-- END-SAMPLE --> |
|
|
| ### Dataset Statistics |
|
|
| <!-- START-DATASET PLOTS --> |
| <div style="display: flex; gap: 20px;"> |
| <p align="center"> |
| <img src="./images/dist_token_count.png" width="400" /> |
| </p> |
| <p align="center"> |
| <img src="./images/dist_turns.png" width="400" /> |
| </p> |
| </div> |
| <!-- END-DATASET PLOTS --> |
|
|
| ## Additional Information |
|
|
| ### Source Data |
|
|
| The data comes from |
| [`versae/magpie-qwen3-235B-A22B-bokmaal`](https://huggingface.co/datasets/versae/magpie-qwen3-235B-A22B-bokmaal) |
| at revision `e47dc5c0f510425ec0ee064657467803e3477edf`. The source card says it was |
| generated in May 2025 with |
| [`Qwen3-235B-A22B`](https://huggingface.co/Qwen/Qwen3-235B-A22B), using the |
| [Magpie](https://arxiv.org/abs/2406.08464) method and no external seed data. |
|
|
| The `system`, `instruction`, and `response` fields become `system`, `user`, and |
| `assistant` messages. Empty system prompts are omitted, and the source category is used |
| as the task label. |
|
|
| ### Quality Assurance |
|
|
| Both the instruction and response must be classified as Norwegian by `langid` 1.1.6. |
| This removes 177 of the 2,000 source rows. One duplicate conversation is also removed. |
|
|
| ### Limitations |
|
|
| The source does not provide the exact generation code or inference settings. Because |
| the examples are synthetic, they may contain factual errors, unsafe material, or |
| incorrect task labels. |
|
|
| ### License Information |
|
|
| The source dataset and Qwen3-235B-A22B are released under the |
| [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0). |
|
|
