Upload google_embeddinggemma-300m_5.txt with huggingface_hub
Browse files
google_embeddinggemma-300m_5.txt
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
```CODE:
|
| 2 |
+
print("Available tasks:")
|
| 3 |
+
for name, prefix in model.prompts.items():
|
| 4 |
+
print(f" {name}: "{prefix}"")
|
| 5 |
+
print("-"*80)
|
| 6 |
+
|
| 7 |
+
for sentence in [sentence_high, sentence_medium, sentence_low]:
|
| 8 |
+
print("🙋♂️")
|
| 9 |
+
print(sentence)
|
| 10 |
+
embeddings = model.encode(sentence, prompt_name="STS")
|
| 11 |
+
similarities = model.similarity(embeddings[0], embeddings[1])
|
| 12 |
+
print("`-> 🤖 score: ", similarities.numpy()[0][0])
|
| 13 |
+
```
|
| 14 |
+
|
| 15 |
+
ERROR:
|
| 16 |
+
Traceback (most recent call last):
|
| 17 |
+
File "/tmp/google_embeddinggemma-300m_5grCBzN.py", line 15, in <module>
|
| 18 |
+
for name, prefix in model.prompts.items():
|
| 19 |
+
^^^^^
|
| 20 |
+
NameError: name 'model' is not defined
|