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VecFlow / packages / libvecflow-chamfer-cu12 0.2.0

vecflow-chamfer C++ library — multi-vector retrieval on GPUs

Installers

  • linux-64 v0.2.0
  • linux-aarch64 v0.2.0

conda install

To install this package run one of the following:
conda install vecflow::libvecflow-chamfer-cu12

Description

libvecflowchamfer.so + libvecflowchamfer_kernels.so, built from the vecflow-chamfer tree in the VecFlow repo. Two-stage multi-vector (ColBERT-style) retrieval pipeline: MaxIVF anchor index (CAGRA-routed) for candidate generation, then a fused chamfer-scoring kernel for full-precision reranking. Document embeddings stay in host RAM and the GPU reads them over C2C (Grace-Hopper) or via managed memory (PCIe-attached GPUs) — the allocator is auto-selected at dataset load.

Depends on libcuvs-vecflow-cuXX of the same version. Install both via:

mamba install -c VecFlow -c rapidsai-nightly -c rapidsai \
              -c conda-forge libvecflow-chamfer-cu12

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