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‎readme.md‎

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@@ -77,59 +77,59 @@ Each base configuration is multiplied by the `--duplication-factor` (default: 2)
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### Dense vectors
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| Name | Distance | Storage | Datatype | Quantization | HNSW |
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|------|----------|---------|----------|--------------|------|
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| `dense-vector-mmap` | Dot | mmap | - | - | default |
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| `dense-vector-memory` | Dot | memory | - | - | default |
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| `dense-vector-uint8` | Dot | mmap | UInt8 | - | default |
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| `dense-vector-float16` | Dot | mmap | Float16 | - | default |
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| `dense-vector-sq` | Dot | mmap | - | SQ Int8 | default |
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| `dense-vector-pq` | Dot | mmap | - | PQ x8 | default |
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| `dense-vector-bq-1b` | Dot | mmap | - | BQ 1-bit | default |
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| `dense-vector-bq-1Hb` | Dot | mmap | - | BQ 1.5-bit | default |
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| `dense-vector-bq-2b` | Dot | mmap | - | BQ 2-bit | default |
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| `dense-vector-hnsw-inline` | Dot | mmap | - | BQ 2-bit | inline storage |
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| `dense-vector-cosine` | Cosine | mmap | - | - | default |
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| `dense-vector-euclid` | Euclid | mmap | - | - | default |
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| `dense-vector-manhattan` | Manhattan | mmap | - | - | default |
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| `dense-vector-memory-sq` | Dot | memory | - | SQ Int8 | default |
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| `dense-vector-memory-pq` | Dot | memory | - | PQ x8 | default |
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| `dense-vector-memory-bq` | Dot | memory | - | BQ 1-bit | default |
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| `dense-vector-memory-bq-1Hb` | Dot | memory | - | BQ 1.5-bit | default |
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| `dense-vector-memory-bq-2b` | Dot | memory | - | BQ 2-bit | default |
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| `dense-vector-memory-uint8` | Dot | memory | UInt8 | - | default |
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| `dense-vector-memory-float16` | Dot | memory | Float16 | - | default |
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| `dense-vector-memory-cosine` | Cosine | memory | - | - | default |
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| `dense-vector-memory-euclid` | Euclid | memory | - | - | default |
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| `dense-vector-memory-manhattan` | Manhattan | memory | - | - | default |
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| `dense-vector-hnsw-on-disk` | Dot | mmap | - | - | on-disk graph |
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| `dense-vector-pq-x16` | Dot | mmap | - | PQ x16 | default |
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| `dense-vector-sq-ram` | Dot | mmap | - | SQ Int8 (quantile=0.95, always_ram) | default |
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| Name | Distance | Storage | Datatype | Quantization | HNSW |
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|---------------------------------|-----------|---------|----------|-------------------------------------|----------------|
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| `dense-vector-mmap` | Dot | mmap | - | - | default |
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| `dense-vector-memory` | Dot | memory | - | - | default |
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| `dense-vector-uint8` | Dot | mmap | UInt8 | - | default |
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| `dense-vector-float16` | Dot | mmap | Float16 | - | default |
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| `dense-vector-sq` | Dot | mmap | - | SQ Int8 | default |
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| `dense-vector-pq` | Dot | mmap | - | PQ x8 | default |
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| `dense-vector-bq-1b` | Dot | mmap | - | BQ 1-bit | default |
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| `dense-vector-bq-1Hb` | Dot | mmap | - | BQ 1.5-bit | default |
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| `dense-vector-bq-2b` | Dot | mmap | - | BQ 2-bit | default |
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| `dense-vector-hnsw-inline` | Dot | mmap | - | BQ 2-bit | inline storage |
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| `dense-vector-cosine` | Cosine | mmap | - | - | default |
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| `dense-vector-euclid` | Euclid | mmap | - | - | default |
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| `dense-vector-manhattan` | Manhattan | mmap | - | - | default |
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| `dense-vector-memory-sq` | Dot | memory | - | SQ Int8 | default |
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| `dense-vector-memory-pq` | Dot | memory | - | PQ x8 | default |
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| `dense-vector-memory-bq` | Dot | memory | - | BQ 1-bit | default |
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| `dense-vector-memory-bq-1Hb` | Dot | memory | - | BQ 1.5-bit | default |
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| `dense-vector-memory-bq-2b` | Dot | memory | - | BQ 2-bit | default |
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| `dense-vector-memory-uint8` | Dot | memory | UInt8 | - | default |
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| `dense-vector-memory-float16` | Dot | memory | Float16 | - | default |
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| `dense-vector-memory-cosine` | Cosine | memory | - | - | default |
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| `dense-vector-memory-euclid` | Euclid | memory | - | - | default |
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| `dense-vector-memory-manhattan` | Manhattan | memory | - | - | default |
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| `dense-vector-hnsw-on-disk` | Dot | mmap | - | - | on-disk graph |
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| `dense-vector-pq-x16` | Dot | mmap | - | PQ x16 | default |
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| `dense-vector-sq-ram` | Dot | mmap | - | SQ Int8 (quantile=0.95, always_ram) | default |
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### Sparse vectors
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| Name | Storage | Datatype | Modifier |
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|------|---------|----------|----------|
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| `sparse-vector-index-disk` | mmap | - | - |
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| `sparse-vector-index-memory` | memory | - | - |
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| `sparse-vector-uint8` | mmap | UInt8 | - |
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| `sparse-vector-float16` | mmap | Float16 | - |
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| `sparse-vector-IDF` | mmap | Float32 | IDF |
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| `sparse-vector-memory-uint8` | memory | UInt8 | - |
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| `sparse-vector-memory-float16` | memory | Float16 | - |
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| `sparse-vector-memory-IDF` | memory | Float32 | IDF |
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| Name | Storage | Datatype | Modifier |
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|--------------------------------|---------|----------|----------|
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| `sparse-vector-index-disk` | mmap | - | - |
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| `sparse-vector-index-memory` | memory | - | - |
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| `sparse-vector-uint8` | mmap | UInt8 | - |
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| `sparse-vector-float16` | mmap | Float16 | - |
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| `sparse-vector-IDF` | mmap | Float32 | IDF |
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| `sparse-vector-memory-uint8` | memory | UInt8 | - |
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| `sparse-vector-memory-float16` | memory | Float16 | - |
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| `sparse-vector-memory-IDF` | memory | Float32 | IDF |
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### Multi-dense vectors
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| Name | Distance | Storage | Datatype | Quantization |
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|------|----------|---------|----------|--------------|
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| `multi-dense-vector-mmap` | Dot | mmap | - | - |
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| `multi-dense-vector-memory` | Dot | memory | - | - |
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| `multi-dense-vector-uint8` | Dot | mmap | UInt8 | - |
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| `multi-dense-vector-float16` | Dot | mmap | Float16 | - |
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| `multi-dense-vector-sq` | Dot | mmap | - | SQ Int8 |
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| `multi-dense-vector-pq` | Dot | mmap | - | PQ x8 |
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| `multi-dense-vector-bq` | Dot | mmap | - | BQ 2-bit |
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| Name | Distance | Storage | Datatype | Quantization |
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|------------------------------|----------|---------|----------|--------------|
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| `multi-dense-vector-mmap` | Dot | mmap | - | - |
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| `multi-dense-vector-memory` | Dot | memory | - | - |
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| `multi-dense-vector-uint8` | Dot | mmap | UInt8 | - |
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| `multi-dense-vector-float16` | Dot | mmap | Float16 | - |
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| `multi-dense-vector-sq` | Dot | mmap | - | SQ Int8 |
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| `multi-dense-vector-pq` | Dot | mmap | - | PQ x8 |
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| `multi-dense-vector-bq` | Dot | mmap | - | BQ 2-bit |
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Examples:
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