Update model card

README.md

@@ -12,7 +12,7 @@ license: mit
 
 # Veganism & Vegetarianism Classifier (Distilbert)
 
-This model classifies content related to veganism and vegetarianism on Reddit.
+This model classifies content related to veganism and vegetarianism on climate change subreddits.
 
 ## Model Details
 
@@ -21,7 +21,7 @@ This model classifies content related to veganism and vegetarianism on Reddit.
 - Sector: Veganism & Vegetarianism
 - Base Model: Distilbert base uncased
 - Labels: 7
-- Training Data: Reddit posts from climate subreddits (2010-2023)
+- Training Data: Sample from 1000 GPT 4o-mini-labeled Reddit posts from climate subreddits (2010-2023)
 
 ## Labels
 
@@ -56,12 +56,13 @@ def print_sorted_label_scores(label_scores):
 # Model link and examples for this specific model
 model_link = 'sanchow/veganism_and_vegetarianism-distilbert-classifier'
 examples = [
-    "Plant-based nutrition"
+    "Animal Welfare"
 ]
 
 print(f"\n{'='*60}")
 print("MODEL: VEGANISM & VEGETARIANISM SECTOR")
 print(f"{'='*60}")
+
 print(f"Downloading model: {model_link}")
 with tempfile.TemporaryDirectory() as temp_dir:
     snapshot_download(