Models
multilingual-e5-large
Open source text embedding model, ideal for multilingual applications.
| Dimension:Size of a single vector supported by this model. | 1024 |
| Distance Metric:Used to measure similarity between vectors. | cosine |
| Max Seq. Length:Number of tokens the model can process at once. | 512 |
Overview
Ideal multilingual model for high performance while keeping with open source. Works well on messy data. Good for short queries expected to return medium-length passages of text (1-2 paragraphs).
Using the model
Must prefix passages/documents with \"passage: \" and queries with \"query: \". See here for an example.