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| SPECIFICATIONS | ||||
| Max dimension | 3K | — | 1K | |
| Max tokens | 2K | — | 512 | |
| Parameters | — | 350M | — | |
| License | Proprietary | Apache 2.0 | Proprietary | |
| EMBEDDING TYPES | ||||
| Types |
Dense
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LateColBERT
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Dense
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| MATRYOSHKA DIMENSIONS | ||||
| Available sizes |
1282565127681024153620483072
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— | — | |
| INPUT MODALITIES | ||||
| Text | ✓ | ✓ | ✓ | |
| Image | — | — | ✓ | |
| — | — | — | ||
| OUTPUT TYPES | ||||
| Single vector | ✓ | — | ✓ | |
| Multi vector | — | ✓ | — | |
| LANGUAGE SUPPORT | ||||
| Languages | 🌍 Multi | 🌍 Multi | 🌍 100+ | |
| PRICING | ||||
| Per 1M tokens | $0.150 | — | — | |
| BENCHMARKS | ||||
| MTEB 1536D | 68.17 | — | — | |
| MTEB 2048D | 68.16 | — | — | |
| MTEB 768D | 67.99 | — | — | |
| MTEB MULTILINGUAL AVG | 68.32 | — | — | |