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vprelovac committed Oct 25, 2023
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Expand Up @@ -68,7 +68,7 @@ embeddings="normal")**
Options:\
`fast` - Uses Universal Sentence Encoder 4\
`normal` - Uses "BAAI/bge-small-en-v1.5" (default)\
`best` - Uses "BAAI/bge-large-en-v1.5"
`best` - Uses "BAAI/bge-base-en-v1.5"
`multilingual` - Uses Universal Sentence Encoder Multilingual Large 3\


Expand Down Expand Up @@ -217,6 +217,7 @@ We evaluate embeddings models using standaridized benchmarks (higher is better).
| BAAI/bge-base-en-v1.5 | 6.48 s | 82.4 | 75.53 | 45.77 | 86.55 |
| BAAI/bge-small-en-v1.5 | 1.85 s | 81.59 | 74.14 | 43.82 | 84.92 |
| TaylorAI/bge-micro-v2 | 0.671 s | 78.65 | 68.04 | 39.18 | 82.81 |
| TaylorAI/gte-tiny | 1.25 s | 80.46 | 70.35 | 42.09 | 82.83 |
| thenlper/gte-base | 6.28 s | 82.3 | 73.01 | 46.2 | 84.57 |
| thenlper/gte-small | 2.14 s | 82.07 | 72.31 | 44.89 | 83.54 |
| universal-sentence-encoder-large/5 | 0.769 s | 74.05 | 67.9 | 37.82 | 79.53 |
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