Upload google_embeddinggemma-300m_2.py with huggingface_hub

google_embeddinggemma-300m_2.py

@@ -11,9 +11,17 @@
 # ///
 
 try:
-    # Login into Hugging Face Hub
-    from huggingface_hub import login
-    login()
+    import torch
+    from sentence_transformers import SentenceTransformer
+    
+    device = "cuda" if torch.cuda.is_available() else "cpu"
+    
+    model_id = "google/embeddinggemma-300M"
+    model = SentenceTransformer(model_id).to(device=device)
+    
+    print(f"Device: {model.device}")
+    print(model)
+    print("Total number of parameters in the model:", sum([p.numel() for _, p in model.named_parameters()]))
     with open('google_embeddinggemma-300m_2.txt', 'w', encoding='utf-8') as f:
         f.write('Everything was good in google_embeddinggemma-300m_2.txt')
 except Exception as e:
@@ -28,9 +36,17 @@ except Exception as e:
     with open('google_embeddinggemma-300m_2.txt', 'a', encoding='utf-8') as f:
         import traceback
         f.write('''```CODE: 
-# Login into Hugging Face Hub
-from huggingface_hub import login
-login()
+import torch
+from sentence_transformers import SentenceTransformer
+
+device = "cuda" if torch.cuda.is_available() else "cpu"
+
+model_id = "google/embeddinggemma-300M"
+model = SentenceTransformer(model_id).to(device=device)
+
+print(f"Device: {model.device}")
+print(model)
+print("Total number of parameters in the model:", sum([p.numel() for _, p in model.named_parameters()]))
 ```
 
 ERROR: