diff --git a/docs/_posts/josejuanmartinez/2022-09-28-legner_laws_treaties_es.md b/docs/_posts/josejuanmartinez/2022-09-28-legner_laws_treaties_es.md
index 4d48b8b19d..924aeefc37 100644
--- a/docs/_posts/josejuanmartinez/2022-09-28-legner_laws_treaties_es.md
+++ b/docs/_posts/josejuanmartinez/2022-09-28-legner_laws_treaties_es.md
@@ -22,7 +22,7 @@ Legal Roberta Named Entity Recognition model in Spanish, able to recognize the f
 - LEY: Law
 - TRAT_INTL: International Treaty (Agreement)
 
-This model originally trained on scjn dataset, available [here](https://huggingface.co/datasets/scjnugacj/scjn_dataset_ner) and finetuned on scrapped documents (as, for example, [this one](https://www.wipo.int/export/sites/www/pct/es/texts/pdf/pct.pdf)), improving the coverage of the original version, published [here](https://huggingface.co/datasets/scjnugacj/scjn_dataset_ner).
+This model originally trained on scjn dataset, available [here](https://huggingface.co/datasets/scjnugacj/scjn_dataset_ner) and finetuned on internal documents, improving the coverage of the original version, published [here](https://huggingface.co/datasets/scjnugacj/scjn_dataset_ner).
 
 ## Predicted Entities
 
@@ -115,4 +115,4 @@ This model was originally trained on scjn dataset, available [here](https://hugg
         label        prec        rec          f1
 Macro-average   0.9361195  0.9294152   0.9368145 
 Micro-average   0.9856711  0.9857456   0.9851656  
-```
\ No newline at end of file
+```