verantyx
Datasets
All datasets matching “verantyx”Verantyx-Vera-base-store
Verantyx Vera — Base Knowledge Store
The shippable artifact of a deterministic knowledge engine. Vera has no
weights and no embeddings: what ships is the store — a stereo-cross index of
cores and facets built by pouring text through the engine's own ingestion path.
Code: https://github.com/Ag3497120/Verantyx (engine lives in engine/)
git clone https://github.com/Ag3497120/Verantyx.git
cd Verantyx/engine
python3.11 -m verantyx.cli fetch-store # this dataset, ~209 MB… See the full description on the dataset page: https://huggingface.co/datasets/kofdai/Verantyx-Vera-base-store.verantyx-hle-2.6
Verantyx V6 — HLE Score 2.68% (Bias-free, No-cheat)
Results
Score: 67/2500 = 2.68%
Bias-free: No position bias, no pattern detectors
No-cheat: DISABLE_PATTERN_DETECTORS=1, DISABLE_CONCEPT_BOOST=1
LLM role: Auxiliary only (Qwen 2.5 7B for MCQ ranking with facts+choices, never sees problem text)
Method Breakdown
Method
Answered
Correct
Precision
mcq_direct (Qwen 7B)
345
48
14%
cross_decompose
105
17
16%
assembler_fallback
88
1
1%… See the full description on the dataset page: https://huggingface.co/datasets/kofdai/verantyx-hle-2.6.