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base repository: coderjack/turboquant-rs
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  • 3 commits
  • 46 files changed
  • 2 contributors

Commits on Apr 6, 2026

  1. TurboQuant-RS: vector compression with near-optimal distortion 

    Rust implementation of Google's TurboQuant algorithm (arXiv:2504.19874).
Three-step pipeline: random orthogonal rotation, Lloyd-Max scalar
quantization, QJL 1-bit residual correction.

Default 4-bit at 384-dim: 248 bytes/vec (6.2x compression), 0.852 cosine,
87% recall@10. Calibration-free, deterministic, unbiased inner product
estimator.

Includes PolarQuant variant for comparison, head-to-head benchmarks,
examples (basic index + ONNX semantic search), and 52 tests.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
    @coderjack @claude
    coderjack and claude committed Apr 6, 2026
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  2. Add components example showing each step independently 

    Demonstrates Rotation, LloydMaxQuantizer, and QjlCompressor as
standalone building blocks with KV cache memory savings calculation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
    @coderjack @claude
    coderjack and claude committed Apr 6, 2026
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  3. Add interactive 3D TurboQuant algorithm visualizer 

    Three.js walkthrough showing rotation, Lloyd-Max quantization, and
QJL residual correction on 5 unit vectors with orbit controls.
Open docs/turbo-quant-visualizer.html in a browser.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
    @coderjack @claude
    coderjack and claude committed Apr 6, 2026
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