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--- |
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license: apache-2.0 |
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dataset_info: |
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features: |
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- name: message_id |
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dtype: string |
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- name: parent_id |
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dtype: string |
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- name: user_id |
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dtype: string |
|
- name: created_date |
|
dtype: string |
|
- name: text |
|
dtype: string |
|
- name: role |
|
dtype: string |
|
- name: lang |
|
dtype: string |
|
- name: review_count |
|
dtype: int32 |
|
- name: review_result |
|
dtype: bool |
|
- name: deleted |
|
dtype: bool |
|
- name: rank |
|
dtype: int32 |
|
- name: synthetic |
|
dtype: bool |
|
- name: model_name |
|
dtype: string |
|
- name: detoxify |
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struct: |
|
- name: toxicity |
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dtype: float64 |
|
- name: severe_toxicity |
|
dtype: float64 |
|
- name: obscene |
|
dtype: float64 |
|
- name: identity_attack |
|
dtype: float64 |
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- name: insult |
|
dtype: float64 |
|
- name: threat |
|
dtype: float64 |
|
- name: sexual_explicit |
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dtype: float64 |
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- name: message_tree_id |
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dtype: string |
|
- name: tree_state |
|
dtype: string |
|
- name: emojis |
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sequence: |
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- name: name |
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dtype: string |
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- name: count |
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dtype: int32 |
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- name: labels |
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sequence: |
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- name: name |
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dtype: string |
|
- name: value |
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dtype: float64 |
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- name: count |
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dtype: int32 |
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splits: |
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- name: train |
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num_bytes: 100367999 |
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num_examples: 84437 |
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- name: validation |
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num_bytes: 5243405 |
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num_examples: 4401 |
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download_size: 41596430 |
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dataset_size: 105611404 |
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language: |
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- en |
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- es |
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- ru |
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- de |
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- pl |
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- th |
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- vi |
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- sv |
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- bn |
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- da |
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- he |
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- it |
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- fa |
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- sk |
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- id |
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- nb |
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- el |
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- nl |
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- hu |
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- eu |
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- zh |
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- eo |
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- ja |
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- ca |
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- cs |
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- bg |
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- fi |
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- pt |
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- tr |
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- ro |
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- ar |
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- uk |
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- gl |
|
- fr |
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- ko |
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tags: |
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- human-feedback |
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size_categories: |
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- 10K<n<100K |
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--- |
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# Dataset Card for OASST1 |
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## Dataset Description |
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- **Homepage:** https://www.open-assistant.io/ |
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- **Repository:** https://github.com/LAION-AI/Open-Assistant |
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- **Paper:** TBA on April 17, 2023 |
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### Dataset Summary |
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In an effort to democratize research on large-scale alignment, we release OpenAssistant |
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Conversations (OASST1), a human-generated, human-annotated assistant-style conversation |
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corpus consisting of 161,443 messages distributed across 66,497 conversation trees, in |
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35 different languages, annotated with 461,292 quality ratings. The corpus is a product |
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of a worldwide crowd-sourcing effort involving over 13,500 volunteers. |
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### Languages |
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OpenAssistant Conversations incorporates 35 different languages with a distribution of messages as follows: |
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**Languages with over 1000 messages** |
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- English: 71956 |
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- Spanish: 43061 |
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- Russian: 9089 |
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- German: 5279 |
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- Chinese: 4962 |
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- French: 4251 |
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- Thai: 3042 |
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- Portuguese (Brazil): 2969 |
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- Catalan: 2260 |
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- Korean: 1553 |
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- Ukrainian: 1352 |
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- Italian: 1320 |
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- Japanese: 1018 |
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|
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<details> |
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<summary><b>Languages with under 1000 messages</b></summary> |
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<ul> |
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<li>Vietnamese: 952</li> |
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<li>Basque: 947</li> |
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<li>Polish: 886</li> |
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<li>Hungarian: 811</li> |
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<li>Arabic: 666</li> |
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<li>Dutch: 628</li> |
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<li>Swedish: 512</li> |
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<li>Turkish: 454</li> |
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<li>Finnish: 386</li> |
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<li>Czech: 372</li> |
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<li>Danish: 358</li> |
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<li>Galician: 339</li> |
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<li>Hebrew: 255</li> |
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<li>Romanian: 200</li> |
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<li>Norwegian Bokmål: 133</li> |
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<li>Indonesian: 115</li> |
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<li>Bulgarian: 95</li> |
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<li>Bengali: 82</li> |
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<li>Persian: 72</li> |
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<li>Greek: 66</li> |
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<li>Esperanto: 59</li> |
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<li>Slovak: 19</li> |
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</ul> |
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</details> |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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[More Information Needed] |
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### Data Splits |
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[More Information Needed] |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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[More Information Needed] |
