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Mohamed Khelifa Zaghdidi I lead engineering teams, I run a model, I publish the measurements.

Measurement register

What is measured on the system, and what is not. The second list matters as much as the first.

An unsourced number is a wrong number. This register holds the readings taken on a local inference system I run, with their dates. Empty lines appear on the same footing as the others.

Throughput and cache

Cache reuse, exact repetition99.9 %
Cache reuse, distinct registers0.06 %
Memory bandwidth, measured ceiling41 GB/s

Durations

the 99.9 / 0.06 contrast is the result I like best.

Duration / candidate count correlationr = 0.999
Duration / page count correlationr = 0.605

Latency by stage

Latency by stage
StageInvocationsp50p95p99
Extraction7035.0 ms426.8 ms1,266.4 ms
Normalisation620.0 ms5.9 ms20.2 ms
Segmentation1680.0 ms3.0 ms8.7 ms
Sweep16857.5 ms654.8 ms38,458.4 ms

read on 2 September 2026, on a local ephemeral database and not on the shared host, across 64 distinct documents. a p99 computed on 62 to 70 samples rests on one or two real extreme values, not on a large sample.

Time distribution

Time distribution
ReadingExtractionNormalisationSegmentationSweep
All documents (64)5.4 %0.1 %0.1 %94.4 %
Excluding the longest one28.3 %0.3 %0.5 %70.9 %

read on 2 September 2026. both readings come from the same run: the second removes one document out of 64.

Recall and accuracy

two unrelated measurements both come to 74.1 %. hence the corpus on every line.

Recall by inclusion, corpus of 421 binding statements312/421, i.e. 74.1 %
Exact match, same corpus214/421, i.e. 50.8 %
Statements not found, same corpus109/421, i.e. 25.9 %
Share of documents with a reconstituted text layer, ground-truth corpusnot measured

Costs

Actual unit costnot measured

last revised : 3 September 2026