|
|
--- |
|
|
language: |
|
|
- eu |
|
|
license: cc-by-4.0 |
|
|
size_categories: |
|
|
- 100K<n<1M |
|
|
task_categories: |
|
|
- image-to-text |
|
|
pretty_name: LAION-eus |
|
|
dataset_info: |
|
|
features: |
|
|
- name: url |
|
|
dtype: string |
|
|
- name: similarity |
|
|
dtype: float64 |
|
|
- name: hash |
|
|
dtype: int64 |
|
|
- name: pwatermark |
|
|
dtype: float32 |
|
|
- name: punsafe |
|
|
dtype: float32 |
|
|
- name: lang_laion |
|
|
dtype: string |
|
|
- name: caption |
|
|
dtype: string |
|
|
- name: key |
|
|
dtype: string |
|
|
- name: status |
|
|
dtype: string |
|
|
- name: error_message |
|
|
dtype: string |
|
|
- name: width |
|
|
dtype: int32 |
|
|
- name: height |
|
|
dtype: int32 |
|
|
- name: original_width |
|
|
dtype: int32 |
|
|
- name: original_height |
|
|
dtype: int32 |
|
|
- name: exif |
|
|
dtype: string |
|
|
- name: md5 |
|
|
dtype: string |
|
|
- name: lang |
|
|
dtype: string |
|
|
- name: lang_prob |
|
|
dtype: float64 |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 89834102 |
|
|
num_examples: 221376 |
|
|
download_size: 50506034 |
|
|
dataset_size: 89834102 |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/train-* |
|
|
--- |
|
|
|
|
|
This dataset contains a subset of [laion/relaion2B-multi-research](https://huggingface.co/datasets/laion/relaion2B-multi-research) where captions are written in Basque. Although language is already detected for its captions, we used another language detector [Mike0307/multilingual-e5-language-detection](https://huggingface.co/Mike0307/multilingual-e5-language-detection) and a high certainty threshold (p > 0.98) to better filter the instances in Basque. |
|
|
|
|
|
Apart from the same attributes found in `laion/relaion2B-multi-research`, we add the following to each instance. |
|
|
|
|
|
* "lang_laion": language originally detected by the classifier used in `laion/relaion2B-multi-research`. |
|
|
* "lang": language detected by `Mike0307/multilingual-e5-language-detection`. This is always 'Basque'. |
|
|
* "lang_prob": probability of the caption to be written in Basque given by `Mike0307/multilingual-e5-language-detection`. |
|
|
|
|
|
In order to load the dataset, run the following code: |
|
|
|
|
|
``` |
|
|
from datasets import load_dataset |
|
|
|
|
|
dataset = load_dataset("HiTZ/laion-eus") |
|
|
``` |
