Update README.md

fix sentence-transformer support

README.md

@@ -76,14 +76,18 @@ print(f"Similarity: {similarity.item():.4f}")
 from sentence_transformers import SentenceTransformer
 from sentence_transformers.util import cos_sim
 
-model = SentenceTransformer("dmedhi/pawanembd-68m")
+# Load your model (should work now!)
+model = SentenceTransformer("dmedhi/PawanEmbd-68M")
 
+# Test encoding
 sentences = ["This is an example sentence", "Each sentence is converted to a vector"]
 embeddings = model.encode(sentences)
 
+print(f"✅ Embeddings shape: {embeddings.shape}")
+
 # Compute similarity
-similarity = cos_sim(embeddings, embeddings) 
-print(f"Similarity: {similarity.item():.4f}")
+similarity = cos_sim(embeddings[0], embeddings[1])
+print(f"✅ Similarity: {similarity.item():.4f}")
 ```
 
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