Remove validation split - subset of train

README.md

@@ -59,9 +59,9 @@ The data fields are the same among all splits.
 
 ### Data Splits
 
-|  name   |train|validation|test|
-|---------|----:|---------:|---:|
-|tomaarsen/setfit-absa-semeval-laptops|2358|49|654|
+|  name   |train|test|
+|---------|----:|---:|
+|tomaarsen/setfit-absa-semeval-laptops|2358|654|
 
 ### Training ABSA models using SetFit ABSA
 
@@ -84,7 +84,7 @@ model = AbsaModel.from_pretrained("sentence-transformers/all-MiniLM-L6-v2")
 # The training/eval dataset must have `text`, `span`, `polarity`, and `ordinal` columns
 dataset = load_dataset("tomaarsen/setfit-absa-semeval-laptops")
 train_dataset = dataset["train"]
-eval_dataset = dataset["validation"]
+eval_dataset = dataset["test"]
 
 args = TrainingArguments(
     output_dir="models",