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| SPECIFICATIONS | ||||
| Max dimension | 2K | 1K | — | |
| Max tokens | 33K | 512 | — | |
| Parameters | 3.8B | — | 350M | |
| License | Apache 2.0 | Proprietary | Apache 2.0 | |
| EMBEDDING TYPES | ||||
| Types |
DenseLate
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Dense
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LateColBERT
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| MATRYOSHKA DIMENSIONS | ||||
| Available sizes |
12825651210242048
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— | — | |
| INPUT MODALITIES | ||||
| Text | ✓ | ✓ | ✓ | |
| Image | ✓ | ✓ | — | |
| ✓ | — | — | ||
| OUTPUT TYPES | ||||
| Single vector | ✓ | ✓ | — | |
| Multi vector | ✓ | — | ✓ | |
| LANGUAGE SUPPORT | ||||
| Languages | 🌍 29+ | — | 🌍 Multi | |
| PRICING | ||||
| Per 1M tokens | $0.050 | — | — | |
| BENCHMARKS | ||||
| COIR | 71.59 | — | — | |
| JINA VDR | 84.11 | — | — | |
| LONGEMBED | 67.11 | — | — | |
| MMTEB | 66.49 | — | — | |
| MTEB AVG | — | 64.47 | — | |
| MTEB EN | 55.97 | — | — | |
| MTEB RETRIEVAL | — | 55.00 | — | |
| VIDORE | 90.17 | — | — | |