Update README.md

README.md

@@ -1,3 +1,18 @@
----
-license: cc-by-4.0
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+---
+license: cc-by-4.0
+task_categories:
+- image-to-text
+language:
+- eu
+pretty_name: LAION-eus
+size_categories:
+- 100K<n<1M
+---
+
+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`.