Upload zeroentropy_zerank-2_0.py with huggingface_hub

zeroentropy_zerank-2_0.py

@@ -0,0 +1,78 @@
+# /// script
+# requires-python = ">=3.12"
+# dependencies = [
+#     "numpy",
+#     "einops",
+#     "pandas",
+#     "matplotlib",
+#     "protobuf",
+#     "torch",
+#     "sentencepiece",
+#     "torchvision",
+#     "transformers",
+#     "timm",
+#     "diffusers",
+#     "sentence-transformers",
+#     "accelerate",
+#     "peft",
+#     "slack-sdk",
+# ]
+# ///
+
+try:
+    from sentence_transformers import CrossEncoder
+    
+    model = CrossEncoder("zeroentropy/zerank-2")
+    
+    query = "Which planet is known as the Red Planet?"
+    passages = [
+    	"Venus is often called Earth's twin because of its similar size and proximity.",
+    	"Mars, known for its reddish appearance, is often referred to as the Red Planet.",
+    	"Jupiter, the largest planet in our solar system, has a prominent red spot.",
+    	"Saturn, famous for its rings, is sometimes mistaken for the Red Planet."
+    ]
+    
+    scores = model.predict([(query, passage) for passage in passages])
+    print(scores)
+    with open('zeroentropy_zerank-2_0.txt', 'w', encoding='utf-8') as f:
+        f.write('Everything was good in zeroentropy_zerank-2_0.txt')
+except Exception as e:
+    import os
+    from slack_sdk import WebClient
+    client = WebClient(token=os.environ['SLACK_TOKEN'])
+    client.chat_postMessage(
+        channel='#hub-model-metadata-snippets-sprint',
+        text='Problem in <https://huggingface.co/datasets/model-metadata/code_execution_files/blob/main/zeroentropy_zerank-2_0.txt|zeroentropy_zerank-2_0.txt>',
+    )
+
+    with open('zeroentropy_zerank-2_0.txt', 'a', encoding='utf-8') as f:
+        import traceback
+        f.write('''```CODE: 
+from sentence_transformers import CrossEncoder
+
+model = CrossEncoder("zeroentropy/zerank-2")
+
+query = "Which planet is known as the Red Planet?"
+passages = [
+	"Venus is often called Earth's twin because of its similar size and proximity.",
+	"Mars, known for its reddish appearance, is often referred to as the Red Planet.",
+	"Jupiter, the largest planet in our solar system, has a prominent red spot.",
+	"Saturn, famous for its rings, is sometimes mistaken for the Red Planet."
+]
+
+scores = model.predict([(query, passage) for passage in passages])
+print(scores)
+```
+
+ERROR: 
+''')
+        traceback.print_exc(file=f)
+    
+finally:
+    from huggingface_hub import upload_file
+    upload_file(
+        path_or_fileobj='zeroentropy_zerank-2_0.txt',
+        repo_id='model-metadata/code_execution_files',
+        path_in_repo='zeroentropy_zerank-2_0.txt',
+        repo_type='dataset',
+    )