Why are all the vectors I get when encoding a document using bge-multilingual-gemma2 consistent?

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This is 3 texts：

Loading with FlagModel Comparison of vector results of text 1 and 2：

Loading using SentenceTransformer Comparison of vector results of text 1 and 2：