Update README.md

README.md

@@ -0,0 +1,30 @@
+---
+license: cc-by-nc-4.0
+language:
+- en
+base_model:
+- answerdotai/ModernBERT-base
+pipeline_tag: text-classification
+tags:
+- synthetic data
+---
+
+
+```python
+from transformers import pipeline
+
+# Load model
+classifier = pipeline('text-classification', model='tabularisai/ModernFinBERT')
+
+# Test sentences
+sentences = [
+    "The company reported strong quarterly earnings with revenue growth of 15% year-over-year, exceeding analyst expectations.",
+    "Due to rising inflation and supply chain disruptions, the Federal Reserve decided to increase interest rates by 0.75 basis points.",
+    "The merger between the two pharmaceutical giants is expected to create significant synergies and reduce operational costs by $2 billion annually."
+]
+
+# Evaluate
+for i, sentence in enumerate(sentences, 1):
+    result = classifier(sentence)
+    print(f"Sentence {i}: {result[0]['label']} ({result[0]['score']:.3f})")
+```