d803bfe2b1
git-subtree-dir: vendor/ruvector git-subtree-split: b64c21726f2bb37286d9ee36a7869fef60cc6900
30 lines
655 B
Markdown
30 lines
655 B
Markdown
# rvf-quant
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Temperature-tiered vector quantization for RuVector Format.
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## Overview
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`rvf-quant` provides quantization codecs that reduce vector storage size based on access temperature:
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- **f32** -- full precision for hot vectors
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- **f16** -- half precision for warm vectors
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- **u8** -- scalar quantization for cool vectors
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- **binary** -- 1-bit quantization for cold/archive vectors
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- **Automatic tiering** -- promote/demote vectors based on access patterns
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## Usage
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```toml
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[dependencies]
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rvf-quant = "0.1"
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```
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## Features
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- `std` (default) -- enable `std` support
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- `simd` -- enable SIMD-accelerated quantization
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## License
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MIT OR Apache-2.0
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