mmv-wiki-index-ja / eval /final_eval_en_h2h.log
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Claude Opus 5 (1M context)
eval: English head-to-head against the published store (+22.8 MRR)
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/home/happy/.pyenv/versions/3.10.14/lib/python3.10/site-packages/transformers/utils/hub.py:110: FutureWarning: Using `TRANSFORMERS_CACHE` is deprecated and will be removed in v5 of Transformers. Use `HF_HOME` instead.
warnings.warn(
en control set: 400 questions generated from the OLD store's own text
`torch_dtype` is deprecated! Use `dtype` instead!
old (published 2026-04): 5,458,524 chunks | index IndexIVFPQ ntotal=5,458,524
nprobe= 32 recall@1= 19.5 recall@5= 33.0 MRR= 25.0
nprobe=128 recall@1= 19.5 recall@5= 33.5 MRR= 25.1
new (v11b): 15,648,632 chunks | index IndexIVFScalarQuantizer ntotal=15,648,632
nprobe= 32 recall@1= 39.2 recall@5= 57.8 MRR= 47.1
nprobe=128 recall@1= 39.2 recall@5= 59.5 MRR= 47.9
gold title appears verbatim in the question: 12/400 (3.0 %)
items with no question mark: 0/400