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+ ```CODE:
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+ def check_word_similarities():
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+ # Calculate the embedding similarities
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+ print("similarity function: ", model.similarity_fn_name)
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+ similarities = model.similarity(embeddings[0], embeddings[1:])
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+ print(similarities)
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+
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+ for idx, word in enumerate(words[1:]):
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+ print("🙋‍♂️ apple vs.", word, "-> 🤖 score: ", similarities.numpy()[0][idx])
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+
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+ # Calculate embeddings by calling model.encode()
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+ embeddings = model.encode(words, prompt_name="STS")
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+
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+ check_word_similarities()
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+ ```
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+
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+ ERROR:
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+ Traceback (most recent call last):
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+ File "/tmp/google_embeddinggemma-300m_785mJ1M.py", line 24, in <module>
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+ embeddings = model.encode(words, prompt_name="STS")
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+ ^^^^^
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+ NameError: name 'model' is not defined