Update README.md

README.md

@@ -13,6 +13,7 @@ widget: []
 # SentenceTransformer
 
 This is a finetuned version of [bge-m3](https://huggingface.co/BAAI/bge-m3) for the task of SQL table retrieval.
+<img src="https://cdn-uploads.huggingface.co/production/uploads/65cbd93c19683f98170c8d50/Y5GGGVC3RX0AUzA7oOmAe.png" width="800" height="800">
 
 ## Model Details
 
@@ -60,9 +61,9 @@ from sentence_transformers import SentenceTransformer
 model = SentenceTransformer("sentence_transformers_model_id")
 # Run inference
 sentences = [
-    'The weather is lovely today.',
-    "It's so sunny outside!",
-    'He drove to the stadium.',
+    'What is the total biomass of fish in farms with a water temperature above 25 degrees Celsius?',
+    'CREATE TABLE Farm (FarmID INT, FarmName VARCHAR(50), WaterTemperature DECIMAL, Biomass DECIMAL)',
+    'CREATE TABLE Locations (id INT PRIMARY KEY, name VARCHAR(50), region VARCHAR(50), depth INT)',
 ]
 embeddings = model.encode(sentences)
 print(embeddings.shape)