Hi Dejan! Which model did you use for the embeddings? I understand that both accuracy and speed depend on the model used, some models lose less quality when quantized.
Another question: any experience with non-English languages? There are more models out there now, but it’s tough to find free ones that match the performance of the English ones.
Thanks!
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I’ve used: https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1
There are some great new wave embedding models such as:
https://huggingface.co/BAAI/bge-multilingual-gemma2
https://huggingface.co/Alibaba-NLP/gte-multilingual-base