Skip to content

Calibration datasets

Licences and provenance for every corpus the P8-01 harness knows about. Source vectors are not in git. Derived statistics live in results.csv.

Regenerate this file with uv run python scripts/calibrate.py --profile smoke --out docs/calibration (catalogue only changes when CATALOG in scripts/calibrate.py changes).

ID Family Status SPDX Licence (short) Provenance
gaussian-64 gaussian generated LicenseRef-Generated Generated in-process; no third-party corpus. numpy Generator.standard_normal, seed from the calibration profile. Theoretical hubness control (ADR-0006 / P8-01).
gaussian-128 gaussian generated LicenseRef-Generated Generated in-process; no third-party corpus. numpy Generator.standard_normal, seed from the calibration profile. Theoretical hubness control (ADR-0006 / P8-01).
gaussian-384 gaussian generated LicenseRef-Generated Generated in-process; no third-party corpus. numpy Generator.standard_normal, seed from the calibration profile. Theoretical hubness control (ADR-0006 / P8-01).
gaussian-768 gaussian generated LicenseRef-Generated Generated in-process; no third-party corpus. numpy Generator.standard_normal, seed from the calibration profile. Theoretical hubness control (ADR-0006 / P8-01).
gaussian-1536 gaussian generated LicenseRef-Generated Generated in-process; no third-party corpus. numpy Generator.standard_normal, seed from the calibration profile. Theoretical hubness control (ADR-0006 / P8-01).
synthetic-healthy synthetic generated LicenseRef-Generated Generated in-process (vhecfsck synthetic). vhecfsck.synthetic.scenarios.scenario_healthy
synthetic-drifted synthetic generated LicenseRef-Generated Generated in-process (vhecfsck synthetic). vhecfsck.synthetic.scenarios.scenario_drifted (lance#4164 analogue)
synthetic-tombstoned synthetic generated LicenseRef-Generated Generated in-process (vhecfsck synthetic). vhecfsck.synthetic.scenarios.scenario_tombstoned (pgvector#244 analogue)
synthetic-hubby synthetic generated LicenseRef-Generated Generated in-process (vhecfsck synthetic). vhecfsck.synthetic.scenarios.scenario_hubby
sift-128 public download CC0-1.0 TEXMEX / INRIA: Laurent Amsaleg and Hervé Jégou waived copyright to the extent possible under law (CC0-like waiver published from France)... http://corpus-texmex.irisa.fr/ — ANN_SIFT1M sift.tar.gz, sift_base.fvecs
gist-960 public download CC0-1.0 Same TEXMEX waiver as SIFT1M. Cite Jegou, Douze, Schmid, IEEE TPAMI 2011. http://corpus-texmex.irisa.fr/ — ANN_GIST1M gist.tar.gz, gist_base.fvecs
glove-100 public download PDDL-1.0 Pre-trained vectors: Open Data Commons PDDL 1.0. https://nlp.stanford.edu/projects/glove/ — glove.6B.zip / glove.6B.100d.txt
nytimes-256 public excluded LicenseRef-LDC-NYT Derived from The New York Times Annotated Corpus (LDC2008T19). LDC terms forbid redistribution and restrict use to non-commercial linguis... https://catalog.ldc.upenn.edu/LDC2008T19 via ann-benchmarks nytimes-256-angular
sentence-minilm public cache_only Apache-2.0 Operator must record the corpus and model licences in a sidecar. all-MiniLM-L6-v2 weights are Apache-2.0; Wikipedia-derived text is CC BY... Cache file sentence-minilm.npy (shape (n, d) float32). No default host: a 35M-row Wikipedia MiniLM dump is tens of GB...

Notes

  • synthetic-healthy: Positive control for a healthy IVF build.
  • sift-128: Prefix of N vectors from the official base split; vectors are not committed.
  • gist-960: Archive is ~2.6 GB; stream the prefix then stop. Vectors are not committed.
  • glove-100: Prefix of N rows (highest-frequency tokens). Rows are L2-normalised.
  • nytimes-256: Excluded. Do not download or cache this corpus in the harness.
  • sentence-minilm: Drop a permissively licensed npy into the cache to include this row.