Update README.md

README.md

@@ -36,7 +36,8 @@ model-index:
       type: accuracy
       value: 0.9985110458648063
 widget:
- - text: "my example goes here in the requested language"
+ - text: "Streptococcus suis (S. suis) is an important zoonosis and pathogen that can carry prophages."
+ - text: "Lactobacillus plantarum is an important probiotic and is mostly isolated from fermented foods."
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -54,15 +55,17 @@ It achieves the following results on the evaluation set:
 
 ## Model description
 
-More information needed
+This model can be used to find organisms and species in text data.
+
+NB. THIS MODEL IS WIP AND IS SUBJECT TO CHANGE!
 
 ## Intended uses & limitations
 
-More information needed
+This model's intended use is in my Master's thesis to mask names of bacteria (and phages) for further analysis.
 
 ## Training and evaluation data
 
-More information needed
+Linnaeus dataset was used to train and validate the performance.
 
 ## Training procedure