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maheshsmc/d13-faiss-ivfpq

sourceHugging Faceupdated 1y agoView on Hugging Face
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App README

D13 — FAISS IVF+PQ vs Flat (Gradio)

This Space provides an interactive Gradio UI to benchmark FAISS IVF+PQ against a Flat (brute force) baseline on synthetic vectors.

How it works

  • —Choose dataset size (N), queries (Nq), dimension (d), and metric (cosine/L2).
  • —Configure IVF (nlist, nprobe) and PQ (m, nbits) parameters.
  • —Click Run Benchmark → See latency and Recall@K vs Flat.
If you prefer CLI, keep faiss_ivfpq_demo.py in the repo and run it locally/Colab.