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intfloat/multilingual-e5-large: Trained using weak supervision in a contrastive manner with the CCPair dataset, sourced from diverse platforms. The model allows reducing embedding dimensions for memory and storage efficiency.
text-embedding-3-large: OpenAI’s high-performing model with adjustable embedding dimensions, boasting multilingual proficiency exceeding ada-002. It introduces flexibility in reducing dimensions for memory optimization.
sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2: Based on SBERT architecture, this model employs a triple network structure for training. It utilizes anchor, positive, and negative examples to optimize embedding.
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