Update README.md

README.md

@@ -95,7 +95,7 @@ All translations in this dataset are paired with Kabardian (kbd) as the target l
 
 ### Dataset Summary
 
-The dataset consists of high-quality parallel translations between multiple language pairs, where each translation pair has been filtered based on similarity scores to ensure quality. Each language section contains translations to/from Russian, making this dataset particularly useful for multilingual translation tasks involving Russian.
+The dataset consists of high-quality parallel translations from multiple languages to Kabardian, containing over 5.7M examples. Each translation pair has been filtered based on similarity scores to ensure quality. This dataset is particularly valuable for multilingual translation tasks involving Kabardian language, as it provides a large-scale resource for low-resource language translation.
 
 ### Languages
 
@@ -159,19 +159,19 @@ The source data comes from [Tatoeba](https://tatoeba.org/), a free collaborative
 
 1. Sentences were extracted from Tatoeba's database
 2. Filtered by language pairs
-3. Processed and verified using NLLB-200 model
-4. Similarity scores were calculated for each translation pair
+3. Translated using various versions of NLLB-200-kbd model
+4. Translation quality was assessed using panagoa/LaBSE-kbd-v0.1 model to compute similarity scores
 5. For quality assurance, translations were filtered using the 75th percentile of similarity scores for each language pair as a threshold
 
 ### Annotations
 
-The similarity scores were computed using the NLLB-200 model to ensure translation quality.
+The translations were generated using different versions of NLLB-200-kbd model. The similarity scores were computed using panagoa/LaBSE-kbd-v0.1 model to ensure translation quality and consistency.
 
 ## Additional Information
 
 ### Dataset Curators
 
-This dataset was curated by [Your Name/Organization]
+This dataset was curated by [panagoa]
 
 ### Licensing Information