I was using langchain HuggingFaceEmbeddings model: dunzhang/stella_en_1.5B_v5.
When I look at https://huggingface.co/spaces/mteb/leaderboard, I can see that the model is 8192.
But when I do
len(embed_model.embed_query("hey you"))
It gives me 1024.
Why this difference please ?